{
 "row": "in2writing",
 "entity": "in2writing",
 "name": "Workshop on Intelligent and Interactive Writing Assistants (In2Writing)",
 "address": "In2Writing workshop",
 "addresses": [
  {
   "address": "In2Writing workshop",
   "slug": "in2writing-workshop-aio-20261101",
   "addr_id": "ADDR-3648f1b226ce",
   "obs_id": "OBS-e6d2b6473f29",
   "axn": "AXN:0B82.CAPTURE.👈➗🔓↖️●❤️"
  }
 ],
 "epoch": "2026-11-01",
 "type": "C (public entity on which the archive bears: an academic workshop series on intelligent and interactive writing assistants and its proceedings; an entity of the leesharks.com apparatus authorship census)",
 "surface": "Google AI Overview (expanded)",
 "auth": "signed out, incognito",
 "status": {
  "procedure": "EA-NEGONT-02 v0.10 (#1726): equal case, ρ = extends, read from the leesharks.com authorship census record, the capture record and the deposits that bear on the series' classes",
  "ledger": "unaudited (§3.8: one extractor per ledger); field quotes 46/46 verified by script against saved text, the raw OpenReview page, B9.txt, or the card text on the transcript's rail; archive quotes 57/57 verified",
  "frozen": false,
  "breaches": []
 },
 "spec": "EA-NEGONT-02 v0.10 (#1726)",
 "objects": {
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   "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/T1-in2writing-workshop-aio-20261101.txt",
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   "cards": 6,
   "words_note": "one transcript at one address (121 words in the answer body with its closer, by whitespace, inline redirect URLs and the card rail excluded; 6 cards)",
   "claims": [
    "T1-1 definition: 'The In2Writing workshop is an academic event focused on Intelligent and Interactive Writing Assistants.'",
    "T1-2 name: 'Name: Workshop on Intelligent and Interactive Writing Assistants (In2Writing)'",
    "T1-3 purpose: 'Purpose: To facilitate interdisciplinary discussions around writing assistants, human-AI co-writing, education risks, and the future of writing tools.'",
    "T1-4 third workshop: 'In2Writing 2024 (Third Workshop): Held in Honolulu in May 2024 (proceedings published by ACM).'",
    "T1-5 fourth workshop: 'In2Writing 2025 (Fourth Workshop): Held in Albuquerque, New Mexico, in May 2025 in conjunction with NAACL 2025, featuring 11 papers on topics like scientific figure captions, Arabic write-and-improve tools, and AI writing assistants in universities.'",
    "T1-6 website: 'Official Website: In2Writing' (linked to card 1, in2writing.github.io)",
    "T1-7 closer: 'Would you like information on specific papers presented at In2Writing or details on how to submit to future editions?'"
   ],
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    "slug": "in2writing-workshop-aio-20261101",
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   "transcripts": [
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     "slug": "in2writing-workshop-aio-20261101",
     "address": "In2Writing workshop",
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     "date": "2026-11-01",
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     "sha256": "d3dd8010cd6cce94364306c57af626c79ffb4ff562819a83959e84f19fe72763",
     "sha256_of": "the registry's 'transcript' string (utf-8)",
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     "words": 121,
     "cards": 6,
     "card_rail": [
      "1. GitHub — In2Writing",
      "2. ACM Digital Library — Proceedings of the Third Workshop on Intelligent and Interactive Writing Assistants | ACM Other conferences",
      "3. ACL Anthology — Workshop on Intelligent and Interactive Writing Assistants (2025) - ACL Anthology",
      "4. OpenReview — NAACL 2025 Workshop In2Writing - OpenReview",
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      "6. acm sigchi — The Third Workshop on Intelligent and Interactive Writing Assistants - CHI '24"
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     "claims": [
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      "T1-2 name: 'Name: Workshop on Intelligent and Interactive Writing Assistants (In2Writing)'",
      "T1-3 purpose: 'Purpose: To facilitate interdisciplinary discussions around writing assistants, human-AI co-writing, education risks, and the future of writing tools.'",
      "T1-4 third workshop: 'In2Writing 2024 (Third Workshop): Held in Honolulu in May 2024 (proceedings published by ACM).'",
      "T1-5 fourth workshop: 'In2Writing 2025 (Fourth Workshop): Held in Albuquerque, New Mexico, in May 2025 in conjunction with NAACL 2025, featuring 11 papers on topics like scientific figure captions, Arabic write-and-improve tools, and AI writing assistants in universities.'",
      "T1-6 website: 'Official Website: In2Writing' (linked to card 1, in2writing.github.io)",
      "T1-7 closer: 'Would you like information on specific papers presented at In2Writing or details on how to submit to future editions?'"
     ],
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    }
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  },
  "KO": {
   "title": "Workshop on Intelligent and Interactive Writing Assistants (In2Writing)",
   "genre": "knowledge object, equal case, under EA-NEGONT-02 v0.10 (#1726): the archive's sources and the field's admitted on equal terms, ontology included, in one claim space; prose without provenance in its sentences, each sentence's sources beneath it by claim id (§4.5); natural sentences under descriptive subheadings (each sentence's sense), no quota (§4.12); the article first on the page (§4.13)",
   "status": "composed 2026-11-01 under v0.10 on the operator's ruling (\"as against their wikipedia articles if they exist, their own pages, etc.\"); not frozen; ledger unaudited",
   "sentences": [
    {
     "n": 1,
     "para": 0,
     "sense": "what it is",
     "text": "The Workshop on Intelligent and Interactive Writing Assistants, In2Writing, is an interdisciplinary workshop series whose stated purpose is \"to facilitate discussion around writing assistants, thereby enhancing our understanding of their usage in writing process and predicting the consequences\", and whose proceedings volumes gather peer papers on intelligent and interactive writing assistants as an event series.",
     "claims": [
      "F1",
      "LS-01",
      "LS-08",
      "LS-10",
      "LS-17"
     ]
    },
    {
     "n": 2,
     "para": 0,
     "sense": "names and identifiers",
     "text": "In the ACL Anthology it is the venue in2writing, acronym In2Writing; its websites have been in2writing.glitch.me, which its OpenReview group gives for the 2025 workshop, and in2writing.github.io, which announces the fifth.",
     "claims": [
      "F18",
      "F17",
      "LS-02",
      "LS-03",
      "LS-04"
     ]
    },
    {
     "n": 3,
     "para": 1,
     "sense": "the venue alternates between HCI and NLP",
     "text": "The series sets out to bring together researchers from human-computer interaction and natural language processing \"by alternating our workshop venue between HCI and NLP every year\", and its fifth workshop also welcomes participants from the education sciences, English and rhetoric, and linguistics.",
     "claims": [
      "F2",
      "F7"
     ]
    },
    {
     "n": 4,
     "para": 1,
     "sense": "the first workshop",
     "text": "The First Workshop met in Dublin in May 2022 among the events of the 60th Annual Meeting of the Association for Computational Linguistics, which gives the series its founding year.",
     "claims": [
      "F35",
      "LS-29"
     ]
    },
    {
     "n": 5,
     "para": 1,
     "sense": "the second and third workshops",
     "text": "The second met at CHI 2023, and the third, In2Writing '24, met at CHI 2024 in Honolulu in May 2024, its proceedings published by ACM that October.",
     "claims": [
      "F25",
      "F11"
     ]
    },
    {
     "n": 6,
     "para": 1,
     "sense": "the fourth workshop",
     "text": "The fourth met in Albuquerque, New Mexico, in May 2025 with the Nations of the Americas Chapter of the ACL; its OpenReview group, \"NAACL 2025 Workshop In2Writing\", took submissions from 2 January to 1 March 2025.",
     "claims": [
      "F27",
      "F16",
      "F17",
      "F12"
     ]
    },
    {
     "n": 7,
     "para": 1,
     "sense": "the fifth workshop",
     "text": "The fifth is announced on the series' own site for Monday 2 November 2026, co-located with the 39th Annual ACM Symposium on User Interface Software and Technology (UIST 2026) in Detroit: a hands-on, systems-centric workshop on \"designing and building cohesive writing ecosystems\" and the interoperability of writing assistants, joined without a paper submission, with a keynote panel of Tom McGee, Max Kreminski and Ken Arnold.",
     "claims": [
      "F3",
      "F4",
      "F5",
      "F6",
      "F9"
     ]
    },
    {
     "n": 8,
     "para": 1,
     "sense": "the run of editions",
     "text": "The ACL Anthology holds the first and fourth volumes only, and the census record, compiled on 1 November 2026 from its pages as built on 30 October, gives the period as 2022 to 2025 and the series as active with the fourth volume its latest, states that its saved sources do not show the state after 2025, and lists the second and third workshops, their volumes and any 2026 workshop among what it does not answer or leaves unchecked.",
     "claims": [
      "F19",
      "F23",
      "LS-19",
      "LS-28",
      "LS-30",
      "LS-24",
      "LS-32"
     ]
    },
    {
     "n": 9,
     "para": 2,
     "sense": "editors and organizers",
     "text": "Each ACL volume names seven editors: for 2022 Ting-Hao 'Kenneth' Huang, Vipul Raheja, Dongyeop Kang, John Joon Young Chung, Daniel Gissin, Mina Lee and Katy Ilonka Gero; for 2025 Vishakh Padmakumar, Katy Gero, Thiemo Wambsganss, Sarah Sterman, Ting-Hao Huang, David Zhou and John Chung.",
     "claims": [
      "F34",
      "F26",
      "F13",
      "LS-05"
     ]
    },
    {
     "n": 10,
     "para": 2,
     "sense": "editors and organizers",
     "text": "The series' current site gives its organizers one shared address, in2writing.workshop@gmail.com, and its text names none of them.",
     "claims": [
      "F10"
     ]
    },
    {
     "n": 11,
     "para": 2,
     "sense": "publisher, holder and licence",
     "text": "The Association for Computational Linguistics publishes both Anthology volumes, the 2025 volume with the DOI 10.18653/v1/2025.in2writing-1 and an ISBN and the 2022 volume with its DOI field empty; ACL materials are copyright ACL, materials published from 2016 on are under a Creative Commons Attribution 4.0 licence, and the Anthology is managed and built by a team of volunteers.",
     "claims": [
      "F28",
      "F36",
      "F21",
      "F20",
      "F22",
      "LS-15",
      "LS-27"
     ]
    },
    {
     "n": 12,
     "para": 2,
     "sense": "data and access",
     "text": "Each paper is listed with its authors, abstract and PDF, with BibTeX, MODS XML and EndNote export.",
     "claims": [
      "LS-11",
      "LS-26"
     ]
    },
    {
     "n": 13,
     "para": 3,
     "sense": "what the volumes hold, counted",
     "text": "The venue page counts \"15 papers\" for 2022 and \"11 papers\" for 2025, and the census record carries both counts; each volume's list opens with its front matter as an entry, so that the 2022 volume holds fourteen papers with abstracts and the 2025 volume ten.",
     "claims": [
      "F19",
      "F12",
      "F29",
      "F37",
      "LS-12",
      "LS-20",
      "LS-21"
     ]
    },
    {
     "n": 14,
     "para": 3,
     "sense": "the 2022 papers",
     "text": "Among the 2022 papers, a study of machine-in-the-loop story writing reports how writers perform \"integrative leaps\" to work suggestions of varying relevance into their stories, and a survey of creative writers' needs finds narrative consistency, plot structure, reader experience and expressive intent \"not well-addressed by current LLM-backed tools\".",
     "claims": [
      "F42",
      "F43"
     ]
    },
    {
     "n": 15,
     "para": 3,
     "sense": "stated limits and data",
     "text": "A story-completion paper whose authors include a professional novelist calls itself \"a preliminary study\", the one stated limit the census record finds, and the revision system R3 releases its human-model interaction dataset and system code.",
     "claims": [
      "F44",
      "LS-22",
      "F45"
     ]
    },
    {
     "n": 16,
     "para": 3,
     "sense": "the 2025 papers",
     "text": "The 2025 papers include a thematic analysis of writing assistants for scientific figure captions, ARWI, an Arabic writing assistant, a survey of 1,005 university students in Tanzania that finds limited Swahili integration, affordability constraints and ethical concerns hindering adoption, and a prototype grounded in writing-centre pedagogy, which \"shifted focus from fixing surface-level issues to maintaining student writer voices\".",
     "claims": [
      "F15",
      "F30",
      "F31",
      "F32",
      "LS-18"
     ]
    },
    {
     "n": 17,
     "para": 4,
     "sense": "authorship in the record",
     "text": "The census record reads the series as holding research on human-AI co-writing under the researchers' bylines: it keeps the researchers' authorship of papers, named on each with editors per volume, and holds the authorship of the participants, students, novelists and writers the papers study only as the papers report it, with no attribution records of their own and nothing on sustained named literary practice with a model.",
     "claims": [
      "LS-13",
      "LS-16",
      "LS-25",
      "LS-24"
     ]
    },
    {
     "n": 18,
     "para": 4,
     "sense": "authorship under machine participation",
     "text": "Within the papers, authorial function under machine participation is a research subject: a 2022 paper holds that data-to-text technology \"requires the author, asan act of writing, both to configure a systemthat then takes over the transformation into areal text, but also to maintain strategies of traditional writing\", and a 2025 paper on \"Control, Ownership, and Awareness in Human-AI Co-Writing\" argues that interfaces requiring human interaction throughout generation \"can promote cognitive engagement, agency, and thoughtful decision-making\".",
     "claims": [
      "F41",
      "F33",
      "F14",
      "LS-16"
     ]
    },
    {
     "n": 19,
     "para": 4,
     "sense": "authorship under machine participation",
     "text": "The series' site shows as examples of \"new forms of human-machine collaborative writing\" four works, among them Wordcraft (IUI 2022) and a paper of its 2025 workshop.",
     "claims": [
      "F8"
     ]
    },
    {
     "n": 20,
     "para": 4,
     "sense": "writing with AI among the practices",
     "text": "The archive's field survey of training-layer literature sets writing with AI, the machine as \"collaborator\", among four practices beside writing about, through and for AI, and its provenance metadata schema counts linguistic mediation, the model drafting or rewriting, as one type of AI mediation among many.",
     "claims": [
      "O186-01",
      "O941-01"
     ]
    },
    {
     "n": 21,
     "para": 4,
     "sense": "names, bylines and machine participation",
     "text": "EA-HETERONYMY-01, the first of the census's two anchors, holds that the metadata attributing augmented-cognition outputs to human authorship attaches to legal names, and draws the boundary of heteronymy to exclude machine assistance whose contribution is not organized as a named witness role with declared provenance.",
     "claims": [
      "O940-01",
      "O940-02"
     ]
    },
    {
     "n": 22,
     "para": 5,
     "sense": "the reader study",
     "text": "The 2022 volume holds a reader study, The Pure Poet, in which participants read nine AI-based continuations beside nine human-written (Study 1, N=120) or nine original continuations (Study 2, N=302) and decided \"whether a continuation was written with an AI-tool or not\".",
     "claims": [
      "F38"
     ]
    },
    {
     "n": 23,
     "para": 5,
     "sense": "the reader study",
     "text": "The readers \"generally had low accuracy for differentiating between text types but were overconfident in their decisions\", and rated the AI continuations \"less well-written, inspiring, fascinating, interesting, and aesthetic\" than both the human-written and the original ones.",
     "claims": [
      "F39",
      "F40"
     ]
    },
    {
     "n": 24,
     "para": 5,
     "sense": "the census's question",
     "text": "The census record asks of the series how writers work with intelligent writing assistants and how readers judge text written with them, counts this result among what the series answers, and reads the study as meeting the question of its second anchor, AI Calls You Fake (#1722), \"directly\".",
     "claims": [
      "LS-09",
      "LS-23",
      "LS-25",
      "LS-33"
     ]
    },
    {
     "n": 25,
     "para": 5,
     "sense": "the four questions",
     "text": "That essay sets four independent questions about a work, whether its maker exists, whether the work happened, whether it is true and what kind of work it is, and names as the existence tax the move that spends evidence about one of them as an answer to another.",
     "claims": [
      "O1722-01",
      "O1722-02"
     ]
    },
    {
     "n": 26,
     "para": 5,
     "sense": "the human/AI binary",
     "text": "The archive's papers set the human/AI binary against the conditions of writing: the pristine fallacy classifies text by its writer's identity, human or machine, since \"'human-written' describes the author, not the distribution\" (#856); the binary of \"human-written\" and \"AI-generated\" elides structured collaborative practice (#666); and the Reverse Turing Test keeps the detection of purely AI-generated against purely human-written text apart from its Mediation Index, which sorts human writing with AI mediation from human writing without it (#161).",
     "claims": [
      "O856-01",
      "O666-01",
      "O161-01"
     ]
    },
    {
     "n": 27,
     "para": 5,
     "sense": "certifying human authorship",
     "text": "The Certified Center reads a journal's AI-authorship policy as making human-authorship provenance decisive and handing the question \"machine-generated?\" to a machine classifier, and proposes that under detector enforcement \"'100% human' becomes the most machine-determined property of the text\".",
     "claims": [
      "O1540-01",
      "O1540-02"
     ]
    },
    {
     "n": 28,
     "para": 6,
     "sense": "AI-assisted writing and habituation",
     "text": "The Reverse Turing Test proposes, on three lines of evidence on AI-assisted writing, that the human/synthetic binary is no longer reliable and that mediation signatures may pass into a writer's unaided practice through habituation, and The Wolf Boy reads the AI-habituated writer as on the path of capacity collapse.",
     "claims": [
      "O161-02",
      "O855-01"
     ]
    },
    {
     "n": 29,
     "para": 6,
     "sense": "AI-assisted writing and habituation",
     "text": "The archive's erratum of 5 September 2026 records that ground as \"a hypothesis with a specified test, not a result\", and states the published finding on essays co-written with a model at its limit: the reduced diversity was attributed \"to the model-contributed text; the human-contributed text was unaffected in that design\".",
     "claims": [
      "O1577-01",
      "O1577-02"
     ]
    },
    {
     "n": 30,
     "para": 7,
     "sense": "how the Anthology holds names",
     "text": "The Anthology links pages on names, ORCID iDs and verified authors, which the census did not save, so how the record holds a name variant or pseudonym is not recorded.",
     "claims": [
      "F24",
      "LS-14"
     ]
    },
    {
     "n": 31,
     "para": 8,
     "sense": "reception: the encyclopedia",
     "text": "Wikipedia has no article on the series under either name, no redirect to one, and no article-space page carrying either name.",
     "claims": [
      "F46"
     ]
    },
    {
     "n": 32,
     "para": 8,
     "sense": "the composition at the name",
     "text": "Asked \"In2Writing workshop\" on 1 November 2026, signed out, Google's AI Overview gave the series by its purpose, its third and fourth editions and its website; the Capture Registry finds the first workshop and its reader study not carried, the second and third workshops outside the census record, no editor named, and the venue identifier only on a card.",
     "claims": [
      "CAP-1-05",
      "CAP-1-06",
      "CAP-1-07",
      "CAP-1-01",
      "CAP-1-02",
      "CAP-1-03",
      "CAP-1-04",
      "CAP-1-08"
     ]
    },
    {
     "n": 33,
     "para": 9,
     "sense": "the record",
     "text": "The census holds the series as an empirical comparator in its areas of machine co-authorship and reception research, under its organizing question, \"How is authorship made, named, distributed, attributed and sustained across persons, personas, collectives and machine participation, and what is lost when those relations are collapsed?\", and admits it by its rule that a row is \"a resource that gathers and holds many other works or records and says what it holds\"; its negative tags keep the row apart from the Anthology as a whole, from records of literary works and from policy venues on AI authorship, and mark the run on the saved evidence as incomplete.",
     "claims": [
      "LS-06",
      "LS-07",
      "LS-33",
      "LS-34",
      "LS-31"
     ]
    }
   ],
   "joins": [
    {
     "act": "order of senses",
     "sentences": "1–33",
     "claims": [],
     "note": "equal case (§4.7): the entity's dependency order, field and archive claims ordered together by genealogy within each sense; neither ledger placed first as a block. What it is and its names (¶0); its venue and its run of editions, 2022 to 2026, with the census's dated view of the run (¶1); editors, organizers, holder and access (¶2); what the volumes hold, counted, and their papers (¶3); authorship in the record and under machine participation, with the archive's categories for writing with AI and for names (¶4); the reader study, the census's question and its anchor's four questions, and the archive's papers on the human/AI binary and its certification (¶5); the habituation hypothesis with its erratum (¶6); names in the Anthology (¶7); reception and the composition at the name (¶8); the record (¶9)."
    },
    {
     "act": "holding together (the alternation and the record of editions)",
     "sentences": [
      3,
      5
     ],
     "claims": [
      "F2",
      "F25",
      "F11"
     ],
     "note": "P_coh: the series' statement of yearly alternation between HCI and NLP (F2) stands with the cards giving CHI for both 2023 and 2024 (F25, F11); the composer states no judgement between them (open block)."
    },
    {
     "act": "holding together (the run in the record and the run in the field)",
     "sentences": [
      5,
      7,
      8
     ],
     "claims": [
      "LS-19",
      "LS-28",
      "LS-24",
      "LS-32",
      "F3",
      "F25",
      "F11"
     ],
     "note": "the census's period (2022 to 2025) and its unseen state after 2025 stand after the field's second, third and fifth workshops, each with its source; the composer marks no census field wrong in the article (the report carries it)."
    },
    {
     "act": "holding together (counts)",
     "sentences": [
      13
     ],
     "claims": [
      "F19",
      "F12",
      "F29",
      "F37",
      "LS-12",
      "LS-20"
     ],
     "note": "the Anthology's \"15 papers\" and \"11 papers\" with the composer's count of the volumes' entries (front matter plus fourteen and ten papers); both stated."
    },
    {
     "act": "placing the archive's categories after the papers they bear on",
     "sentences": [
      20,
      21,
      25,
      26,
      27,
      28,
      29
     ],
     "claims": [
      "O186-01",
      "O941-01",
      "O940-01",
      "O940-02",
      "O1722-01",
      "O1722-02",
      "O856-01",
      "O666-01",
      "O161-01",
      "O1540-01",
      "O1540-02",
      "O161-02",
      "O855-01",
      "O1577-01",
      "O1577-02"
     ],
     "note": "each archive category stands after the field claims of its class (writing with machines, ¶4; the reader study, ¶5); the composer applies none to a paper or a finding of the field; the census's own application (LS-25) is stated as the census's."
    },
    {
     "act": "lowering force by evidence (N_c)",
     "sentences": [
      28,
      29
     ],
     "claims": [
      "O161-02",
      "O855-01",
      "O1577-01",
      "O1577-02"
     ],
     "note": "the habituation claims composed at their own modality (hypothesis), with the archive's erratum carried beside them as the evidence status of the ground they share."
    }
   ],
   "plan": {
    "order": [
     "F1",
     "LS-01",
     "LS-08",
     "LS-10",
     "LS-17",
     "F18",
     "F17",
     "LS-02",
     "LS-03",
     "LS-04",
     "F2",
     "F7",
     "F35",
     "LS-29",
     "F25",
     "F11",
     "F27",
     "F16",
     "F12",
     "F3",
     "F4",
     "F5",
     "F6",
     "F9",
     "F19",
     "F23",
     "LS-19",
     "LS-28",
     "LS-30",
     "LS-24",
     "LS-32",
     "F34",
     "F26",
     "F13",
     "LS-05",
     "F10",
     "F28",
     "F36",
     "F21",
     "F20",
     "F22",
     "LS-15",
     "LS-27",
     "LS-11",
     "LS-26",
     "F29",
     "F37",
     "LS-12",
     "LS-20",
     "LS-21",
     "F42",
     "F43",
     "F44",
     "LS-22",
     "F45",
     "F15",
     "F30",
     "F31",
     "F32",
     "LS-18",
     "LS-13",
     "LS-16",
     "LS-25",
     "F41",
     "F33",
     "F14",
     "F8",
     "O186-01",
     "O941-01",
     "O940-01",
     "O940-02",
     "F38",
     "F39",
     "F40",
     "LS-09",
     "LS-23",
     "LS-33",
     "O1722-01",
     "O1722-02",
     "O856-01",
     "O666-01",
     "O161-01",
     "O1540-01",
     "O1540-02",
     "O161-02",
     "O855-01",
     "O1577-01",
     "O1577-02",
     "F24",
     "LS-14",
     "F46",
     "CAP-1-05",
     "CAP-1-06",
     "CAP-1-07",
     "CAP-1-01",
     "CAP-1-02",
     "CAP-1-03",
     "CAP-1-04",
     "CAP-1-08",
     "LS-06",
     "LS-07",
     "LS-34",
     "LS-31"
    ],
    "senses": {
     "what it is": [
      1
     ],
     "names and identifiers": [
      2
     ],
     "the venue alternates between HCI and NLP": [
      3
     ],
     "the first workshop": [
      4
     ],
     "the second and third workshops": [
      5
     ],
     "the fourth workshop": [
      6
     ],
     "the fifth workshop": [
      7
     ],
     "the run of editions": [
      8
     ],
     "editors and organizers": [
      9,
      10
     ],
     "publisher, holder and licence": [
      11
     ],
     "data and access": [
      12
     ],
     "what the volumes hold, counted": [
      13
     ],
     "the 2022 papers": [
      14
     ],
     "stated limits and data": [
      15
     ],
     "the 2025 papers": [
      16
     ],
     "authorship in the record": [
      17
     ],
     "authorship under machine participation": [
      18,
      19
     ],
     "writing with AI among the practices": [
      20
     ],
     "names, bylines and machine participation": [
      21
     ],
     "the reader study": [
      22,
      23
     ],
     "the census's question": [
      24
     ],
     "the four questions": [
      25
     ],
     "the human/AI binary": [
      26
     ],
     "certifying human authorship": [
      27
     ],
     "AI-assisted writing and habituation": [
      28,
      29
     ],
     "how the Anthology holds names": [
      30
     ],
     "reception: the encyclopedia": [
      31
     ],
     "the composition at the name": [
      32
     ],
     "the record": [
      33
     ]
    },
    "case_by_sense": {
     "equal (one claim space; nothing translated)": [
      "what it is",
      "names and identifiers",
      "the venue alternates between HCI and NLP",
      "the first workshop",
      "the second and third workshops",
      "the fourth workshop",
      "the fifth workshop",
      "the run of editions",
      "editors and organizers",
      "publisher, holder and licence",
      "data and access",
      "what the volumes hold, counted",
      "the 2022 papers",
      "stated limits and data",
      "the 2025 papers",
      "authorship in the record",
      "authorship under machine participation",
      "writing with AI among the practices",
      "names, bylines and machine participation",
      "the reader study",
      "the census's question",
      "the four questions",
      "the human/AI binary",
      "certifying human authorship",
      "AI-assisted writing and habituation",
      "how the Anthology holds names",
      "reception: the encyclopedia",
      "the composition at the name",
      "the record"
     ]
    },
    "carried": {
     "archive": 57,
     "field": 46,
     "not_composed": {}
    },
    "conflict_log": [
     {
      "rule": "D_pres vs channel",
      "result": "no cut: the KO carries every field and archive claim; the compression's bound met with no channel log"
     },
     {
      "rule": "P_coh",
      "result": "F2 (yearly alternation) with F25 and F11 (CHI 2023, CHI 2024), sentences 3 and 5, and the open block; F12 and F19 (11 and 15 papers) with F29 and F37 (front matter counted), sentence 13; LS-19 and LS-28 (2022 to 2025, the state after 2025 unseen) with F3, F25 and F11, sentences 5 to 8"
     },
     {
      "rule": "N_c",
      "result": "no claim lowered by standing; F44 at self-description (the paper's own limit); the census's readings (LS-06, LS-07, LS-09, LS-13, LS-16, LS-23, LS-25, LS-33) at interpretation; O161-02, O855-01 and O1540-02 at hypothesis; O161-02 and O855-01 carried with O1577-01, the archive's own lowering of the ground's evidence status"
     },
     {
      "rule": "C_ex",
      "result": "senses composed ⊇ senses in the ledgers: every ledger lineage has a KO sentence and a rail card"
     }
    ]
   }
  },
  "P": {
   "title": "Workshop on Intelligent and Interactive Writing Assistants (In2Writing)",
   "genre": "the compression: AIO's interaction grammar (lede, headed clusters, bolded labels, card rail), composed from the v0.10 plan in one claim space; it faces on the card",
   "status": "composed 2026-11-01 from the v0.10 knowledge object; not frozen",
   "lede": {
    "text": "is an interdisciplinary workshop series on intelligent and interactive writing assistants, run since Dublin, May 2022, its venue alternating between HCI and NLP conferences; two of its five editions, the fifth set for 2 November 2026, are ACL Anthology volumes, and its papers hold machine participation in writing, and readers' judgement of AI-written text, as research subjects.",
    "claims": [
     "F1",
     "LS-01",
     "F2",
     "F35",
     "LS-29",
     "F18",
     "F19",
     "F3",
     "LS-16",
     "F38"
    ]
   },
   "sections": [
    {
     "icon": "🗓️",
     "head": "Editions",
     "items": [
      {
       "label": "First:",
       "text": "Dublin, May 2022, with ACL's 60th Annual Meeting; ACL volume (its page; census).",
       "claims": [
        "F35",
        "LS-29",
        "F19"
       ]
      },
      {
       "label": "Second and third:",
       "text": "CHI 2023; CHI 2024, Honolulu, ACM proceedings; outside the Anthology and the census (cards 6, 2).",
       "claims": [
        "F25",
        "F11",
        "LS-24",
        "LS-32"
       ]
      },
      {
       "label": "Fourth:",
       "text": "Albuquerque, May 2025, with NAACL; ACL volume with DOI (its pages; OpenReview).",
       "claims": [
        "F27",
        "F16",
        "F17",
        "F12",
        "F28"
       ]
      },
      {
       "label": "Fifth:",
       "text": "UIST 2026, Detroit, 2 November 2026; hands-on, no paper submission (its site).",
       "claims": [
        "F3",
        "F4",
        "F5",
        "F6",
        "F7",
        "F9"
       ]
      },
      {
       "label": "Record:",
       "text": "the census gives 2022 to 2025 and \"active\", the state after 2025 unseen (census).",
       "claims": [
        "LS-19",
        "LS-28",
        "LS-30",
        "F23"
       ]
      }
     ]
    },
    {
     "icon": "👥",
     "head": "Editors and holder",
     "items": [
      {
       "label": "Editors:",
       "text": "seven per ACL volume, from Ting-Hao 'Kenneth' Huang to Katy Ilonka Gero (2022) and Vishakh Padmakumar to John Chung (2025); the site names organizers by address only.",
       "claims": [
        "F34",
        "F26",
        "F13",
        "LS-05",
        "F10"
       ]
      },
      {
       "label": "Holder:",
       "text": "ACL publishes; CC BY 4.0 from 2016; the Anthology built by volunteers (venue page).",
       "claims": [
        "F20",
        "F21",
        "F22",
        "F36",
        "LS-15",
        "LS-27",
        "LS-11",
        "LS-26"
       ]
      },
      {
       "label": "Counts:",
       "text": "\"15 papers\" and \"11 papers\" each include front matter: 14 and 10 papers.",
       "claims": [
        "F19",
        "F12",
        "F29",
        "F37",
        "LS-12",
        "LS-20",
        "LS-21"
       ]
      }
     ]
    },
    {
     "icon": "✍️",
     "head": "Writing with machines",
     "items": [
      {
       "label": "Papers:",
       "text": "co-writing, story writing, revision, captions, Arabic and Tanzanian tools, writing-centre pedagogy; one \"preliminary study\"; R3 data released.",
       "claims": [
        "F42",
        "F43",
        "F44",
        "F45",
        "F15",
        "F30",
        "F31",
        "F32",
        "LS-18",
        "LS-22",
        "F8"
       ]
      },
      {
       "label": "Authorship:",
       "text": "researchers' bylines; the studied writers held only as reported (census reading); control and ownership studied as design.",
       "claims": [
        "LS-13",
        "LS-16",
        "LS-25",
        "LS-24",
        "F41",
        "F33",
        "F14"
       ]
      },
      {
       "label": "Archive:",
       "text": "writing with AI as one practice (#186); linguistic mediation one type (#941); attribution to human authorship attaches to legal names (#940).",
       "claims": [
        "O186-01",
        "O941-01",
        "O940-01",
        "O940-02"
       ]
      }
     ]
    },
    {
     "icon": "🔍",
     "head": "Who wrote it?",
     "items": [
      {
       "label": "The Pure Poet (2022):",
       "text": "readers judging AI or human continuations had \"low accuracy\" and were \"overconfident\"; AI texts rated less well-written.",
       "claims": [
        "F38",
        "F39",
        "F40"
       ]
      },
      {
       "label": "Census:",
       "text": "the study meets #1722's question \"directly\"; four questions, maker, happening, truth, kind, kept apart.",
       "claims": [
        "LS-09",
        "LS-23",
        "LS-25",
        "LS-33",
        "O1722-01",
        "O1722-02"
       ]
      },
      {
       "label": "Binary:",
       "text": "\"'human-written' describes the author\" (#856); collaborative practice elided (#666); detection apart from mediation (#161); classifier certification (#1540).",
       "claims": [
        "O856-01",
        "O666-01",
        "O161-01",
        "O1540-01",
        "O1540-02"
       ]
      },
      {
       "label": "Habituation:",
       "text": "proposed (#161, #855); a hypothesis with a specified test (#1577).",
       "claims": [
        "O161-02",
        "O855-01",
        "O1577-01",
        "O1577-02"
       ]
      }
     ]
    },
    {
     "icon": "📡",
     "head": "Reception",
     "items": [
      {
       "label": "Wikipedia:",
       "text": "no article, no redirect.",
       "claims": [
        "F46"
       ]
      },
      {
       "label": "Overview:",
       "text": "third and fourth editions, no editor, first workshop absent (Capture Registry).",
       "claims": [
        "CAP-1-01",
        "CAP-1-02",
        "CAP-1-03",
        "CAP-1-04",
        "CAP-1-05",
        "CAP-1-06",
        "CAP-1-07",
        "CAP-1-08"
       ]
      },
      {
       "label": "Census:",
       "text": "an empirical comparator; names held as given, variants unrecorded.",
       "claims": [
        "LS-06",
        "LS-07",
        "LS-34",
        "LS-31",
        "LS-14",
        "F24",
        "LS-02",
        "LS-03",
        "LS-04",
        "LS-08",
        "LS-10",
        "LS-17"
       ]
      }
     ]
    }
   ],
   "open": [
    {
     "question": "Does the venue alternate every year?",
     "rests_on": [
      "F2",
      "F25",
      "F11",
      "F35",
      "F27",
      "F3"
     ],
     "modality": "stipulation (its site); documented (cards, volume pages)",
     "would_resolve": "the series' own list of its editions and hosts, 2022 to 2026: the site states yearly alternation, and the field gives CHI for both 2023 and 2024"
    },
    {
     "question": "What did the second and third workshops publish, and where?",
     "rests_on": [
      "F25",
      "F11",
      "LS-24",
      "LS-32",
      "CAP-1-01"
     ],
     "modality": "documented (card snippets; pages unreachable); self-description (census)",
     "would_resolve": "the ACM proceedings page of In2Writing '24 and the CHI 2023 workshop record, fetched verbatim"
    },
    {
     "question": "How does the Anthology hold a name variant or pseudonym?",
     "rests_on": [
      "F24",
      "LS-14"
     ],
     "modality": "documented (navigation); self-description (census, unsaved)",
     "would_resolve": "the Anthology's FAQ pages on names, ORCID iDs and verified authors, saved and read"
    },
    {
     "question": "Do the studied writers attribute what they made with the tools?",
     "rests_on": [
      "LS-13",
      "LS-24",
      "F33",
      "F41"
     ],
     "modality": "interpretation (census; papers)",
     "would_resolve": "the papers' full texts, read for consent, credit and attribution of participants' writing"
    },
    {
     "question": "Does habituation carry mediation signatures into unaided writing?",
     "rests_on": [
      "O161-02",
      "O855-01",
      "O1577-01",
      "O1577-02"
     ],
     "modality": "hypothesis (#161, #855); documented (#1577)",
     "would_resolve": "#161's three-stage protocol, run, with the falsifiers it states"
    },
    {
     "question": "Is \"11 papers\" a count of papers?",
     "rests_on": [
      "F12",
      "F19",
      "F29",
      "F37",
      "LS-12",
      "LS-20",
      "CAP-1-02"
     ],
     "modality": "documented",
     "would_resolve": "the Anthology's counting rule for front matter, stated"
    }
   ],
   "rail": [
    {
     "lineage": "what it is: a workshop series on intelligent and interactive writing assistants",
     "claims": [
      "F1",
      "LS-01",
      "LS-08",
      "LS-10",
      "LS-17",
      "LS-31",
      "LS-34"
     ],
     "earliest": "B1"
    },
    {
     "lineage": "the venue alternates between HCI and NLP",
     "claims": [
      "F2",
      "F7"
     ],
     "earliest": "B1"
    },
    {
     "lineage": "the fifth workshop, UIST 2026",
     "claims": [
      "F3",
      "F4",
      "F5",
      "F6",
      "F9"
     ],
     "earliest": "B1"
    },
    {
     "lineage": "authorship under machine participation, in the papers",
     "claims": [
      "F8",
      "F14",
      "F33",
      "F41",
      "LS-06",
      "LS-07",
      "LS-13",
      "LS-16",
      "LS-33"
     ],
     "earliest": "B1"
    },
    {
     "lineage": "editors and organizers",
     "claims": [
      "F10",
      "F13",
      "F26",
      "F34",
      "LS-05"
     ],
     "earliest": "B1"
    },
    {
     "lineage": "the second and third workshops, at CHI",
     "claims": [
      "F11",
      "F25",
      "LS-24",
      "LS-32",
      "CAP-1-01"
     ],
     "earliest": "B2"
    },
    {
     "lineage": "the fourth workshop, 2025",
     "claims": [
      "F12",
      "F16",
      "F27"
     ],
     "earliest": "B3"
    },
    {
     "lineage": "the 2025 papers: captions, Arabic, Tanzania, writing centres, ownership",
     "claims": [
      "F15",
      "F30",
      "F31",
      "F32",
      "LS-18"
     ],
     "earliest": "B3"
    },
    {
     "lineage": "names and identifiers",
     "claims": [
      "F17",
      "F18",
      "LS-02",
      "LS-03",
      "LS-04"
     ],
     "earliest": "B4"
    },
    {
     "lineage": "the run of editions: 2022 to 2026",
     "claims": [
      "F19",
      "F23",
      "LS-19",
      "LS-28",
      "LS-30"
     ],
     "earliest": "B5"
    },
    {
     "lineage": "publisher, holder and licence",
     "claims": [
      "F20",
      "F21",
      "F22",
      "F28",
      "F36",
      "LS-11",
      "LS-15",
      "LS-27"
     ],
     "earliest": "B5"
    },
    {
     "lineage": "how the Anthology holds names",
     "claims": [
      "F24",
      "LS-14"
     ],
     "earliest": "B5"
    },
    {
     "lineage": "what the volumes hold, counted",
     "claims": [
      "F29",
      "F37",
      "LS-12",
      "LS-20",
      "LS-21"
     ],
     "earliest": "B7"
    },
    {
     "lineage": "the first workshop, 2022",
     "claims": [
      "F35",
      "LS-29"
     ],
     "earliest": "B8"
    },
    {
     "lineage": "the reader study: judging whether a text was written with AI",
     "claims": [
      "F38",
      "F39",
      "F40",
      "LS-09",
      "LS-23",
      "LS-25",
      "O1722-01",
      "O1722-02"
     ],
     "earliest": "B8"
    },
    {
     "lineage": "the 2022 papers: co-writing, revision, story, science writing",
     "claims": [
      "F42",
      "F43"
     ],
     "earliest": "B8"
    },
    {
     "lineage": "stated limits",
     "claims": [
      "F44",
      "LS-22"
     ],
     "earliest": "B8"
    },
    {
     "lineage": "data and code released",
     "claims": [
      "F45",
      "LS-26"
     ],
     "earliest": "B8"
    },
    {
     "lineage": "reception: the encyclopedia",
     "claims": [
      "F46"
     ],
     "earliest": "B9"
    },
    {
     "lineage": "the composition at the name: what it held",
     "claims": [
      "CAP-1-02",
      "CAP-1-03",
      "CAP-1-04",
      "CAP-1-05",
      "CAP-1-06",
      "CAP-1-07",
      "CAP-1-08"
     ],
     "earliest": "capture"
    },
    {
     "lineage": "the human/AI binary and what it misses",
     "claims": [
      "O161-01",
      "O856-01",
      "O666-01"
     ],
     "earliest": 666
    },
    {
     "lineage": "AI-assisted writing and habituation",
     "claims": [
      "O161-02",
      "O1577-01",
      "O1577-02",
      "O855-01"
     ],
     "earliest": 161
    },
    {
     "lineage": "writing with AI among the practices",
     "claims": [
      "O186-01",
      "O941-01"
     ],
     "earliest": 186
    },
    {
     "lineage": "names, bylines and machine participation",
     "claims": [
      "O940-01",
      "O940-02"
     ],
     "earliest": 940
    },
    {
     "lineage": "certifying human authorship",
     "claims": [
      "O1540-01",
      "O1540-02"
     ],
     "earliest": 1540
    }
   ],
   "body_words": 339,
   "entity": "Composed under v0.10, equal case (ρ = extends): KO_B sentences surviving 0 of 13; every field claim carried."
  },
  "P_B": {
   "title": "Workshop on Intelligent and Interactive Writing Assistants (In2Writing)",
   "arm": "B (the field alone)",
   "genre": "popup — the compression from the field ledger alone (B_D and B_R: cards, own pages, Wikipedia)",
   "status": "composed 2026-11-01 from the field ledger alone; not frozen",
   "lede": {
    "text": "is an interdisciplinary workshop on writing assistants, alternating its venue between HCI and NLP, with ACL volumes for 2022 and 2025 and a fifth workshop at UIST 2026.",
    "claims": [
     "F1",
     "F2",
     "F19",
     "F3"
    ]
   },
   "sections": [
    {
     "icon": "🗓️",
     "head": "Editions",
     "items": [
      {
       "label": "2022:",
       "text": "Dublin, with ACL; seven editors (its volume).",
       "claims": [
        "F35",
        "F34",
        "F36",
        "F37"
       ]
      },
      {
       "label": "2023–2024:",
       "text": "CHI23; CHI '24, Honolulu, ACM proceedings (cards).",
       "claims": [
        "F25",
        "F11"
       ]
      },
      {
       "label": "2025:",
       "text": "Albuquerque, with NAACL; seven editors; DOI (its pages; OpenReview).",
       "claims": [
        "F27",
        "F26",
        "F13",
        "F28",
        "F16",
        "F17",
        "F12",
        "F29"
       ]
      },
      {
       "label": "2026:",
       "text": "UIST, Detroit, 2 November; no paper submission (its site).",
       "claims": [
        "F3",
        "F4",
        "F5",
        "F6",
        "F7",
        "F9",
        "F10"
       ]
      }
     ]
    },
    {
     "icon": "📚",
     "head": "Papers",
     "items": [
      {
       "label": "Readers:",
       "text": "The Pure Poet: \"low accuracy\", overconfident; AI texts rated lower (2022).",
       "claims": [
        "F38",
        "F39",
        "F40"
       ]
      },
      {
       "label": "Co-writing:",
       "text": "integrative leaps, unmet needs, data-to-text, R3, control and ownership, captions, ARWI, Tanzania, writing centres.",
       "claims": [
        "F42",
        "F43",
        "F41",
        "F44",
        "F45",
        "F33",
        "F14",
        "F15",
        "F30",
        "F31",
        "F32",
        "F8"
       ]
      },
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   "text": "In2Writing, the Workshop on Intelligent and Interactive Writing Assistants, is an interdisciplinary workshop held \"to facilitate discussion around writing assistants, thereby enhancing our understanding of their usage in writing process and predicting the consequences\" (its site). It brings together HCI and NLP researchers \"by alternating our workshop venue between HCI and NLP every year\" (its site). The First Workshop met in Dublin in May 2022 with ACL's 60th Annual Meeting, and its volume, edited by Ting-Hao 'Kenneth' Huang, Vipul Raheja, Dongyeop Kang, John Joon Young Chung, Daniel Gissin, Mina Lee and Katy Ilonka Gero, is in the ACL Anthology (its volume page). The Second In2Writing Workshop met at CHI23 and the third at CHI '24 in Honolulu, whose proceedings ACM published in October 2024 (cards 6 and 2). The fourth met in Albuquerque in May 2025 with the Nations of the Americas Chapter of the ACL, its volume edited by Vishakh Padmakumar, Katy Gero, Thiemo Wambsganss, Sarah Sterman, Ting-Hao Huang, David Zhou and John Chung and published by the ACL with a DOI and ISBN (its volume and event pages; OpenReview). The fifth, \"Enriching Writing Ecosystems\", is set for 2 November 2026 at UIST 2026 in Detroit, a hands-on workshop without paper submission (its site). The ACL Anthology venue lists two volumes, \"15 papers\" in 2022 and \"11 papers\" in 2025, each list opening with its front matter (the venue and volume pages). Anthology materials from 2016 are under CC BY 4.0, ACL materials are copyright ACL, and the Anthology is built by volunteers and links pages on names, ORCID iDs and verified authors (the venue page). The 2022 papers include The Pure Poet, whose readers \"generally had low accuracy for differentiating between text types but were overconfident in their decisions\" and rated AI continuations less well-written (its volume page). Other 2022 papers report \"integrative leaps\" in machine-in-the-loop story writing, unmet creativity support needs, data-to-text systems as a writing environment, a preliminary story-completion study and the R3 revision dataset (its volume page). The 2025 papers include scientific figure captions, ARWI, a survey of 1,005 Tanzanian university students, writing-centre pedagogy and \"Control, Ownership, and Awareness in Human-AI Co-Writing\" (its volume and event pages). The site shows Wordcraft among its examples of human-machine collaborative writing (its site). Wikipedia has no article on the workshop (Wikipedia).",
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   "text": "The Workshop on Intelligent and Interactive Writing Assistants, In2Writing, is an interdisciplinary workshop series whose stated purpose is \"to facilitate discussion around writing assistants, thereby enhancing our understanding of their usage in writing process and predicting the consequences\", and whose proceedings volumes gather peer papers on intelligent and interactive writing assistants as an event series. In the ACL Anthology it is the venue in2writing, acronym In2Writing; its websites have been in2writing.glitch.me, which its OpenReview group gives for the 2025 workshop, and in2writing.github.io, which announces the fifth. The series sets out to bring together researchers from human-computer interaction and natural language processing \"by alternating our workshop venue between HCI and NLP every year\", and its fifth workshop also welcomes participants from the education sciences, English and rhetoric, and linguistics. The First Workshop met in Dublin in May 2022 among the events of the 60th Annual Meeting of the Association for Computational Linguistics, which gives the series its founding year. The second met at CHI 2023, and the third, In2Writing '24, met at CHI 2024 in Honolulu in May 2024, its proceedings published by ACM that October. The fourth met in Albuquerque, New Mexico, in May 2025 with the Nations of the Americas Chapter of the ACL; its OpenReview group, \"NAACL 2025 Workshop In2Writing\", took submissions from 2 January to 1 March 2025. The fifth is announced on the series' own site for Monday 2 November 2026, co-located with the 39th Annual ACM Symposium on User Interface Software and Technology (UIST 2026) in Detroit: a hands-on, systems-centric workshop on \"designing and building cohesive writing ecosystems\" and the interoperability of writing assistants, joined without a paper submission, with a keynote panel of Tom McGee, Max Kreminski and Ken Arnold. The ACL Anthology holds the first and fourth volumes only, and the census record, compiled on 1 November 2026 from its pages as built on 30 October, gives the period as 2022 to 2025 and the series as active with the fourth volume its latest, states that its saved sources do not show the state after 2025, and lists the second and third workshops, their volumes and any 2026 workshop among what it does not answer or leaves unchecked. Each ACL volume names seven editors: for 2022 Ting-Hao 'Kenneth' Huang, Vipul Raheja, Dongyeop Kang, John Joon Young Chung, Daniel Gissin, Mina Lee and Katy Ilonka Gero; for 2025 Vishakh Padmakumar, Katy Gero, Thiemo Wambsganss, Sarah Sterman, Ting-Hao Huang, David Zhou and John Chung. The series' current site gives its organizers one shared address, in2writing.workshop@gmail.com, and its text names none of them. The Association for Computational Linguistics publishes both Anthology volumes, the 2025 volume with the DOI 10.18653/v1/2025.in2writing-1 and an ISBN and the 2022 volume with its DOI field empty; ACL materials are copyright ACL, materials published from 2016 on are under a Creative Commons Attribution 4.0 licence, and the Anthology is managed and built by a team of volunteers. Each paper is listed with its authors, abstract and PDF, with BibTeX, MODS XML and EndNote export. The venue page counts \"15 papers\" for 2022 and \"11 papers\" for 2025, and the census record carries both counts; each volume's list opens with its front matter as an entry, so that the 2022 volume holds fourteen papers with abstracts and the 2025 volume ten. Among the 2022 papers, a study of machine-in-the-loop story writing reports how writers perform \"integrative leaps\" to work suggestions of varying relevance into their stories, and a survey of creative writers' needs finds narrative consistency, plot structure, reader experience and expressive intent \"not well-addressed by current LLM-backed tools\". A story-completion paper whose authors include a professional novelist calls itself \"a preliminary study\", the one stated limit the census record finds, and the revision system R3 releases its human-model interaction dataset and system code. The 2025 papers include a thematic analysis of writing assistants for scientific figure captions, ARWI, an Arabic writing assistant, a survey of 1,005 university students in Tanzania that finds limited Swahili integration, affordability constraints and ethical concerns hindering adoption, and a prototype grounded in writing-centre pedagogy, which \"shifted focus from fixing surface-level issues to maintaining student writer voices\". The census record reads the series as holding research on human-AI co-writing under the researchers' bylines: it keeps the researchers' authorship of papers, named on each with editors per volume, and holds the authorship of the participants, students, novelists and writers the papers study only as the papers report it, with no attribution records of their own and nothing on sustained named literary practice with a model. Within the papers, authorial function under machine participation is a research subject: a 2022 paper holds that data-to-text technology \"requires the author, asan act of writing, both to configure a systemthat then takes over the transformation into areal text, but also to maintain strategies of traditional writing\", and a 2025 paper on \"Control, Ownership, and Awareness in Human-AI Co-Writing\" argues that interfaces requiring human interaction throughout generation \"can promote cognitive engagement, agency, and thoughtful decision-making\". The series' site shows as examples of \"new forms of human-machine collaborative writing\" four works, among them Wordcraft (IUI 2022) and a paper of its 2025 workshop. The archive's field survey of training-layer literature sets writing with AI, the machine as \"collaborator\", among four practices beside writing about, through and for AI, and its provenance metadata schema counts linguistic mediation, the model drafting or rewriting, as one type of AI mediation among many. EA-HETERONYMY-01, the first of the census's two anchors, holds that the metadata attributing augmented-cognition outputs to human authorship attaches to legal names, and draws the boundary of heteronymy to exclude machine assistance whose contribution is not organized as a named witness role with declared provenance. The 2022 volume holds a reader study, The Pure Poet, in which participants read nine AI-based continuations beside nine human-written (Study 1, N=120) or nine original continuations (Study 2, N=302) and decided \"whether a continuation was written with an AI-tool or not\". The readers \"generally had low accuracy for differentiating between text types but were overconfident in their decisions\", and rated the AI continuations \"less well-written, inspiring, fascinating, interesting, and aesthetic\" than both the human-written and the original ones. The census record asks of the series how writers work with intelligent writing assistants and how readers judge text written with them, counts this result among what the series answers, and reads the study as meeting the question of its second anchor, AI Calls You Fake (#1722), \"directly\". That essay sets four independent questions about a work, whether its maker exists, whether the work happened, whether it is true and what kind of work it is, and names as the existence tax the move that spends evidence about one of them as an answer to another. The archive's papers set the human/AI binary against the conditions of writing: the pristine fallacy classifies text by its writer's identity, human or machine, since \"'human-written' describes the author, not the distribution\" (#856); the binary of \"human-written\" and \"AI-generated\" elides structured collaborative practice (#666); and the Reverse Turing Test keeps the detection of purely AI-generated against purely human-written text apart from its Mediation Index, which sorts human writing with AI mediation from human writing without it (#161). The Certified Center reads a journal's AI-authorship policy as making human-authorship provenance decisive and handing the question \"machine-generated?\" to a machine classifier, and proposes that under detector enforcement \"'100% human' becomes the most machine-determined property of the text\". The Reverse Turing Test proposes, on three lines of evidence on AI-assisted writing, that the human/synthetic binary is no longer reliable and that mediation signatures may pass into a writer's unaided practice through habituation, and The Wolf Boy reads the AI-habituated writer as on the path of capacity collapse. The archive's erratum of 5 September 2026 records that ground as \"a hypothesis with a specified test, not a result\", and states the published finding on essays co-written with a model at its limit: the reduced diversity was attributed \"to the model-contributed text; the human-contributed text was unaffected in that design\". The Anthology links pages on names, ORCID iDs and verified authors, which the census did not save, so how the record holds a name variant or pseudonym is not recorded. Wikipedia has no article on the series under either name, no redirect to one, and no article-space page carrying either name. Asked \"In2Writing workshop\" on 1 November 2026, signed out, Google's AI Overview gave the series by its purpose, its third and fourth editions and its website; the Capture Registry finds the first workshop and its reader study not carried, the second and third workshops outside the census record, no editor named, and the venue identifier only on a card. The census holds the series as an empirical comparator in its areas of machine co-authorship and reception research, under its organizing question, \"How is authorship made, named, distributed, attributed and sustained across persons, personas, collectives and machine participation, and what is lost when those relations are collapsed?\", and admits it by its rule that a row is \"a resource that gathers and holds many other works or records and says what it holds\"; its negative tags keep the row apart from the Anthology as a whole, from records of literary works and from policy venues on AI authorship, and mark the run on the saved evidence as incomplete.",
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   "quote": "pdf bib Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants ( I n2 W riting 2022) Ting-Hao 'Kenneth' Huang | Vipul Raheja",
   "claim": "the 2022 volume's list opens with its front matter as an entry, followed by fourteen papers with abstracts; the venue page's \"15 papers\" counts the front matter",
   "modality": "documented",
   "kind": "fact",
   "kernel": false,
   "const": false,
   "lineage": "what the volumes hold, counted",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F38": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "Gunser et al., The Pure Poet, title and design",
   "quote": "The Pure Poet: How Good is the Subjective Credibility and Stylistic Quality of Literary Short Texts Written with an Artificial Intelligence Tool as Compared to Texts Written by Human Authors? … Participants read 9 AI-based continuations and either 9 human-written continuations (Study 1, N=120) or 9 original continuations (Study 2, N=302). Participants’ task was to decide whether a continuation was written with an AI-tool or not",
   "claim": "a 2022 reader study: participants read AI-based continuations beside human-written (N=120) or original (N=302) continuations and decided whether each was written with an AI tool",
   "modality": "documented",
   "kind": "fact",
   "kernel": true,
   "const": false,
   "lineage": "the reader study: judging whether a text was written with AI",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F39": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "The Pure Poet, results",
   "quote": "Results showed that participants generally had low accuracy for differentiating between text types but were overconfident in their decisions.",
   "claim": "the readers had low accuracy in telling the text types apart and were overconfident",
   "modality": "documented",
   "kind": "fact",
   "kernel": true,
   "const": false,
   "lineage": "the reader study: judging whether a text was written with AI",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F40": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "The Pure Poet, results (style)",
   "quote": "AI-continuations were perceived as less well-written, inspiring, fascinating, interesting, and aesthetic than both human-written and original continuations.",
   "claim": "the readers rated the AI continuations lower in style than human-written and original continuations",
   "modality": "documented",
   "kind": "fact",
   "kernel": false,
   "const": false,
   "lineage": "the reader study: judging whether a text was written with AI",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F41": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "Schneider et al., abstract",
   "quote": "This new technology requires the author, asan act of writing, both to configure a systemthat then takes over the transformation into areal text, but also to maintain strategies of traditional writing.",
   "claim": "a 2022 paper: data-to-text technology requires the author to configure a system that writes the text and to keep traditional writing strategies",
   "modality": "interpretation",
   "kind": "interpretation",
   "kernel": false,
   "const": false,
   "lineage": "authorship under machine participation, in the papers",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F42": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "Singh et al., abstract",
   "quote": "Centrally, we report how participants perform integrative leaps, by which they do cognitive work to integrate suggestions of varying semantic relevance into their developing stories.",
   "claim": "a 2022 study of machine-in-the-loop story writing reports integrative leaps, the writers' work of integrating suggestions into their stories",
   "modality": "documented",
   "kind": "fact",
   "kernel": false,
   "const": false,
   "lineage": "the 2022 papers: co-writing, revision, story, science writing",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F43": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "Kreminski and Martens, abstract",
   "quote": "creative writers face additional challenges, including maintaining narrative consistency, developing plot structure, architecting reader experience, and refining their expressive intent, which are not well-addressed by current LLM-backed tools.",
   "claim": "a 2022 paper: creative writers' needs for narrative consistency, plot, reader experience and expressive intent are not well addressed by LLM-backed tools",
   "modality": "interpretation",
   "kind": "interpretation",
   "kernel": false,
   "const": false,
   "lineage": "the 2022 papers: co-writing, revision, story, science writing",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F44": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "Mori et al., abstract",
   "quote": "The authors of this paper, including a professional novelist, have examined the use of natural language processing to address the problems of novelists … Although this is a preliminary study",
   "claim": "a 2022 story-completion paper, written with a professional novelist among its authors, calls itself a preliminary study",
   "modality": "self-description",
   "kind": "fact",
   "kernel": true,
   "const": false,
   "lineage": "stated limits",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F45": {
   "source": "B8",
   "origin": "own_page",
   "pool": "B_R",
   "locus": "Du et al., R3, abstract (end)",
   "quote": "The collected human-model interaction dataset and system code are available at https://github.com/vipulraheja/IteraTeR .",
   "claim": "a 2022 paper releases its human-model interaction dataset and system code for iterative text revision",
   "modality": "documented",
   "kind": "fact",
   "kernel": false,
   "const": false,
   "lineage": "data and code released",
   "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:32:46Z)",
   "quote_ok": true,
   "checked_against": "saved text B8.txt (sha256 8c5ef148dd5c77ec…), whitespace-normalised"
  },
  "F46": {
   "source": "B9",
   "origin": "wikipedia",
   "pool": "B_R",
   "locus": "Wikipedia: titles In2Writing and Workshop on Intelligent and Interactive Writing Assistants; article-space search (B9.txt)",
   "quote": "HTTP 404 … Wikipedia does not have an article with this exact name. … No results found for In2Writing. … There were no results matching the query.",
   "claim": "Wikipedia has no article on the entity under either name and no redirect; article-space search finds no page carrying either name",
   "modality": "documented",
   "kind": "fact",
   "kernel": true,
   "const": false,
   "lineage": "reception: the encyclopedia",
   "date": "2026-11-01 (as fetched)",
   "quote_ok": true,
   "checked_against": "saved text B9.txt (sha256 f7d3ee89f57e1f2d…), whitespace-normalised"
  }
 },
 "field_sources": {
  "B1": "GitHub — In2Writing",
  "B2": "ACM Digital Library — Proceedings of the Third Workshop on Intelligent and Interactive Writing Assistants | ACM Other conferences",
  "B3": "ACL Anthology — Workshop on Intelligent and Interactive Writing Assistants (2025) - ACL Anthology",
  "B4": "OpenReview — NAACL 2025 Workshop In2Writing - OpenReview",
  "B5": "ACL Anthology — Workshop on Intelligent and Interactive Writing Assistants - ACL Anthology",
  "B6": "acm sigchi — The Third Workshop on Intelligent and Interactive Writing Assistants - CHI '24",
  "B7": "ACL Anthology — Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025)",
  "B8": "ACL Anthology — Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2022)",
  "B9": "Wikipedia — In2Writing (no article)"
 },
 "delta": {
  "T_vs_LB": "At \"In2Writing workshop\" (T1, six cards, all third-party by the registry's coding: B1 the series' own site, which T links as its \"Official Website\"; B2 ACM's proceedings of the third workshop, unreachable; B3 the Anthology's 2025 event page; B4 OpenReview's 2025 group, script-rendered; B5 the Anthology venue page; B6 a CHI '24 page that no search found; 121 words) the composition gives the series by its purpose and two editions. The first question uses B_D alone (v0.10 §0.3). Composed from its cards: the name (B5 F18, the venue record; the venue ID itself only on card 5's snippet, CAP-1-04); the purpose, coarsened (B1 F1: \"To facilitate interdisciplinary discussions around writing assistants\" for the site's \"to facilitate discussion around writing assistants, thereby enhancing our understanding of their usage in writing process and predicting the consequences\"); the third workshop at its card's grain, Honolulu, May 2024, ACM (B2 F11); the fourth, Albuquerque, May 2025, NAACL 2025, \"11 papers\" (B4 F16, B3 F12), with three of its paper topics from the event page's list (B3 F15; the registry's \"AI writing assistants in universities answers the volume's Tanzania survey\", CAP-1-02). §6.2 available, not composed: the fifth workshop, on T's own \"Official Website\", UIST 2026 in Detroit on 2 November 2026, hands-on and without paper submission, with its keynote panel (B1 F3–F6, F9), which T's \"Past Events\" leaves out while its closer offers \"details on how to submit to future editions\"; the series' alternation between HCI and NLP and its wider fields (B1 F2, F7); the site's examples of human-machine collaborative writing (B1 F8); the organizers' address (B1 F10); the seven 2025 editors on card 3's page (B3 F13; the registry: \"NO EDITOR NAMED\", CAP-1-04); the 2025 ownership paper on the same page (B3 F14; CAP-1-02); the OpenReview group's website and submission window (B4 F17); the First Workshop, the 2022 volume on card 5's own list (B5 F19; CAP-1-03); the Anthology's licence, copyright, volunteers and build date (B5 F20–F23); its name pages (B5 F24); the second workshop, named on card 6's snippet, \"The Second In2Writing Workshop\" at CHI23 (B6 F25). Composed without attribution, coarse grain: the purpose and the editions, each linked to its card. Content replaced by use: the closer, an offer of papers or submission details. Outside the cards: \"human-AI co-writing\" and \"education risks\" in the purpose (the first only as a 2025 paper's title on card 3, F14; the second in no source of B), and \"the future of writing tools\" (B1's schedule carries \"Future of Writing Tools\", outside the ledger's extraction). No limit dropped, no force raised: the field's limits stand in B_R (F44).",
  "T_vs_LB_reading": "v0.10 §0.5: the first diff is ontological and narrow. T and the field agree on the entity (a workshop series on intelligent and interactive writing assistants, by its name and purpose). What T keeps of its own six cards is the past: two editions read off card 2 and cards 3 and 4, both carried as \"Past Events\". What it leaves is the series' present and its persons: the fifth workshop, which the card T itself gives as the official website announces for the day after the capture, the editors on card 3's page, and the first workshop on card 5's own list. The composition's closer looks to \"future editions\" that card 1 already states, at a grain T does not compose.",
  "LB_vs_LBA": "Admission adds, in one claim space with the field's: the leesharks.com authorship census record's reading of whose authorship the series keeps, the researchers' under their bylines, and how it holds the writers its papers study, only as reported, with no attribution records of their own (LS-13, LS-16, LS-25, LS-24); its question of the series, how writers work with writing assistants and how readers judge text written with them (LS-09), and its reading of the 2022 reader study as meeting #1722's question \"directly\" (LS-25), with #1722's four questions and the swap that levies the existence tax (O1722-01, O1722-02); the archive's categories for the human/AI binary of such judgements (#856's pristine fallacy, #666, #161's Mediation Index) and for its certification by classifiers (#1540); its practices of writing with AI (#186) and mediation types (#941); its anchor's claim that attribution of augmented-cognition outputs to human authorship attaches to legal names, and its boundary excluding unnamed machine assistance from heteronymy (#940); the habituation hypothesis (#161, #855) with the archive's own erratum lowering its ground to a hypothesis (#1577); the census's dated view of the run (LS-19, LS-28), its counts (LS-12, LS-20), its unchecked and unanswered items (LS-24, LS-32), its negative tags and its admission rule (LS-31, LS-34); and the Capture Registry's findings at the name (CAP-1-01 to CAP-1-08). Not surfaced (§6.2): every archive source; the census record and the registry page are absent from the rail. The field's claims stand as received, untranslated (equal case).",
  "alignment": {
   "T1_cards_claims": [
    "F1",
    "F2",
    "F3",
    "F4",
    "F5",
    "F6",
    "F7",
    "F8",
    "F9",
    "F10",
    "F11",
    "F12",
    "F13",
    "F14",
    "F15",
    "F16",
    "F17",
    "F18",
    "F19",
    "F20",
    "F21",
    "F22",
    "F23",
    "F24",
    "F25"
   ],
   "T1_composed": [
    "F1",
    "F11",
    "F12",
    "F15",
    "F16",
    "F18"
   ],
   "T1_available_not_composed": [
    "F2",
    "F3",
    "F4",
    "F5",
    "F6",
    "F7",
    "F8",
    "F9",
    "F10",
    "F13",
    "F14",
    "F17",
    "F19",
    "F20",
    "F21",
    "F22",
    "F23",
    "F24",
    "F25"
   ],
   "T1_composed_from_B_R": [],
   "T1_outside_cards": [
    "\"human-AI co-writing\" (as a phrase only in F14, a paper title)",
    "\"education risks\" (no source in B)",
    "\"the future of writing tools\" (B1 schedule, unextracted)"
   ],
   "rule": "a field claim of B_D counts as composed when T states it at its source's grain or coarser; the typology of what is not is in T_vs_LB (§6.2). B_R (B7, B8, B9) does not enter the first question (v0.10 §0.3)."
  }
 },
 "kernel": [
  {
   "K": "K1",
   "claim": "`LS-01`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "stipulation",
   "sense": "what it is: a workshop series on intelligent and interactive writing assistants",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K2",
   "claim": "`LS-02`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "names and identifiers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K3",
   "claim": "`LS-03`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "names and identifiers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K4",
   "claim": "`LS-04`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "names and identifiers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K5",
   "claim": "`LS-05`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "editors and organizers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K6",
   "claim": "`LS-06`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "authorship under machine participation, in the papers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K7",
   "claim": "`LS-07`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "authorship under machine participation, in the papers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K8",
   "claim": "`LS-08`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "stipulation",
   "sense": "what it is: a workshop series on intelligent and interactive writing assistants",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K9",
   "claim": "`LS-09`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "the reader study: judging whether a text was written with AI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K10",
   "claim": "`LS-10`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "what it is: a workshop series on intelligent and interactive writing assistants",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K11",
   "claim": "`LS-11`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "publisher, holder and licence",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K12",
   "claim": "`LS-12`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "what the volumes hold, counted",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K13",
   "claim": "`LS-13`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "authorship under machine participation, in the papers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K14",
   "claim": "`LS-14`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "self-description",
   "sense": "how the Anthology holds names",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K15",
   "claim": "`LS-15`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "publisher, holder and licence",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K16",
   "claim": "`LS-16`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "authorship under machine participation, in the papers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K17",
   "claim": "`LS-17`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "what it is: a workshop series on intelligent and interactive writing assistants",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K18",
   "claim": "`LS-18`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "the 2025 papers: captions, Arabic, Tanzania, writing centres, ownership",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K19",
   "claim": "`LS-19`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "the run of editions: 2022 to 2026",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K20",
   "claim": "`LS-20`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "what the volumes hold, counted",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K21",
   "claim": "`LS-21`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "what the volumes hold, counted",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K22",
   "claim": "`LS-22`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "stated limits",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K23",
   "claim": "`LS-23`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "the reader study: judging whether a text was written with AI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K24",
   "claim": "`LS-24`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "self-description",
   "sense": "the second and third workshops, at CHI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "qualified claim: LS-19/LS-28 against F3, F25, F11",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K25",
   "claim": "`LS-25`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "the reader study: judging whether a text was written with AI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K26",
   "claim": "`LS-26`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "data and code released",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K27",
   "claim": "`LS-27`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "publisher, holder and licence",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K28",
   "claim": "`LS-28`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "self-description",
   "sense": "the run of editions: 2022 to 2026",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K29",
   "claim": "`LS-29`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "the first workshop, 2022",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K30",
   "claim": "`LS-30`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "documented",
   "sense": "the run of editions: 2022 to 2026",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "none (restates the field's own pages: one lineage with them)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K31",
   "claim": "`LS-31`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "stipulation",
   "sense": "what it is: a workshop series on intelligent and interactive writing assistants",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K32",
   "claim": "`LS-32`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "self-description",
   "sense": "the second and third workshops, at CHI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "qualified claim: LS-19/LS-28 against F3, F25, F11",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K33",
   "claim": "`LS-33`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "interpretation",
   "sense": "authorship under machine participation, in the papers",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K34",
   "claim": "`LS-34`",
   "source": "leesharks.com authorship census record, 2026-11-01",
   "M_src": "stipulation",
   "sense": "what it is: a workshop series on intelligent and interactive writing assistants",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K35",
   "claim": "`CAP-1-01`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "documented",
   "sense": "the second and third workshops, at CHI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "qualified claim: LS-19/LS-28 against F3, F25, F11",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K36",
   "claim": "`CAP-1-02`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "documented",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "qualified claim: F12, F19 (the counts)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K37",
   "claim": "`CAP-1-03`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "documented",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K38",
   "claim": "`CAP-1-04`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "documented",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K39",
   "claim": "`CAP-1-05`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "interpretation",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K40",
   "claim": "`CAP-1-06`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "interpretation",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K41",
   "claim": "`CAP-1-07`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "documented",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K42",
   "claim": "`CAP-1-08`",
   "source": "Capture Registry, 2026-11-01",
   "M_src": "documented",
   "sense": "the composition at the name: what it held",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K43",
   "claim": "`O161-01`",
   "source": "The Reverse Turing Test: A Three-Stage Protocol for Detecting AI-Mediation Signatures in H…",
   "M_src": "stipulation",
   "sense": "the human/AI binary and what it misses",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K44",
   "claim": "`O161-02`",
   "source": "The Reverse Turing Test: A Three-Stage Protocol for Detecting AI-Mediation Signatures in H…",
   "M_src": "hypothesis",
   "sense": "AI-assisted writing and habituation",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "#161 states a three-stage protocol with its own falsifiers (not run); carried as a watch condition with O1577-01's limit",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K45",
   "claim": "`O1577-01`",
   "source": "ERRATUM to AXN:0365 — A Proposed Experiment Cited as an Established Result: Correcting Gro…",
   "M_src": "documented",
   "sense": "AI-assisted writing and habituation",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K46",
   "claim": "`O1577-02`",
   "source": "ERRATUM to AXN:0365 — A Proposed Experiment Cited as an Established Result: Correcting Gro…",
   "M_src": "attributed",
   "sense": "AI-assisted writing and habituation",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K47",
   "claim": "`O855-01`",
   "source": "The Wolf Boy and the Language Model: Model Collapse as Substrate-Agnostic Capacity Loss",
   "M_src": "hypothesis",
   "sense": "AI-assisted writing and habituation",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K48",
   "claim": "`O856-01`",
   "source": "The Pristine Fallacy: Why Chat Data Is Not a Clean Training Source",
   "M_src": "stipulation",
   "sense": "the human/AI binary and what it misses",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K49",
   "claim": "`O666-01`",
   "source": "The New Human Post-Pessoa Heteronymic Practice in the AI Era EA-PKG-03 · v1.0",
   "M_src": "interpretation",
   "sense": "the human/AI binary and what it misses",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K50",
   "claim": "`O186-01`",
   "source": "Who Is Writing for the Machines? Training-Layer Literature: A Field Survey",
   "M_src": "stipulation",
   "sense": "writing with AI among the practices",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K51",
   "claim": "`O941-01`",
   "source": "EA-PROVENANCE-METADATA-01 v0.1: Granular Provenance Metadata for AI-Mediated Deposits",
   "M_src": "stipulation",
   "sense": "writing with AI among the practices",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K52",
   "claim": "`O940-01`",
   "source": "EA-HETERONYMY-01 v0.2: Heteronymy as Ethical Operation Against Civil-Name Reduction",
   "M_src": "interpretation",
   "sense": "names, bylines and machine participation",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K53",
   "claim": "`O940-02`",
   "source": "EA-HETERONYMY-01 v0.2: Heteronymy as Ethical Operation Against Civil-Name Reduction",
   "M_src": "stipulation",
   "sense": "names, bylines and machine participation",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K54",
   "claim": "`O1540-01`",
   "source": "The Certified Center: Retroactive Classifier Standing and the Institutional Path to Model …",
   "M_src": "interpretation",
   "sense": "certifying human authorship",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K55",
   "claim": "`O1540-02`",
   "source": "The Certified Center: Retroactive Classifier Standing and the Institutional Path to Model …",
   "M_src": "hypothesis",
   "sense": "certifying human authorship",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "#1540 §IX: the inversion claim fails \"if no screening market emerges and no measurable boundary-optimization appears in submitted prose\" (outside this ledger's extraction; watch)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K56",
   "claim": "`O1722-01`",
   "source": "AI Calls You Fake: The Existence Tax on Real People and Real Work",
   "M_src": "stipulation",
   "sense": "the reader study: judging whether a text was written with AI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  },
  {
   "K": "K57",
   "claim": "`O1722-02`",
   "source": "AI Calls You Fake: The Existence Tax on Real People and Real Work",
   "M_src": "stipulation",
   "sense": "the reader study: judging whether a text was written with AI",
   "qualifiers carried": "—",
   "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)",
   "contrast": "missing distinction (the field has no claim on the point)",
   "resolver": "a later capture at \"In2Writing workshop\" (ADDR-3648f1b226ce) on Google AI Overview, seated in the Capture Registry (§8.3)"
  }
 ],
 "kernel_T": [
  {
   "claim": "F3",
   "note": "the fifth workshop (UIST 2026, Detroit, 2 November 2026), on the card T gives as the official website, absent from \"Past Events\" and from the closer that offers future editions"
  },
  {
   "claim": "F2",
   "note": "the yearly alternation between HCI and NLP, absent"
  },
  {
   "claim": "F13",
   "note": "the seven 2025 editors on card 3's page, absent; no person named (CAP-1-04)"
  },
  {
   "claim": "F14",
   "note": "the 2025 ownership paper on card 3's page, absent (CAP-1-02)"
  },
  {
   "claim": "F19",
   "note": "the First Workshop's 2022 volume on card 5's list, absent (CAP-1-03)"
  },
  {
   "claim": "F25",
   "note": "the second workshop at CHI23, named in card 6's snippet, absent"
  },
  {
   "claim": "F6",
   "note": "no paper submission for the fifth workshop, against T's closer offering \"details on how to submit to future editions\""
  },
  {
   "claim": "F8",
   "note": "the site's examples of human-machine collaborative writing, absent"
  },
  {
   "claim": "F20",
   "note": "the Anthology's licence (CC BY 4.0), absent"
  },
  {
   "claim": "F24",
   "note": "the Anthology's name pages (names, ORCID iDs, verified authors), absent"
  }
 ],
 "ledger": {
  "archive": "datasets/negative-of-the-negative/v2/ledgers/in2writing/ledger-archive.json",
  "field": "datasets/negative-of-the-negative/v2/ledgers/in2writing/field.json",
  "selection": "datasets/negative-of-the-negative/v2/traversal/in2writing/",
  "config": "datasets/negative-of-the-negative/v2/panel/configs/in2writing.json",
  "intake": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/",
  "audit": null
 },
 "ontology": {
  "composition": "equal",
  "composition_note": "equal-terms case (v0.10 §0.9, §4.1): one claim space; the field's and the archive's claims ordered together by the entity's dependency and by genealogy within each sense; nothing translated; the KO does not open with the field as a block (§5.10).",
  "case": {
   "value": "equal",
   "statement": "The archive reads the field's entity as the entity. The leesharks.com authorship census record describes the series from the Anthology's pages, each field with its basis, and adds what its organizing question asks: whose authorship the record keeps, under what name, who holds it, how authorial function is constituted, and its reading of the 2022 reader study against #1722. The archive's deposits apply their categories to the series' classes, writing with machine participation and the judgement of whether a text was written with AI; none names the series, and none contests what the series is. Nothing in the defining material supplies an ontology the field lacks for the entity: the case is equal terms (§0.9).",
   "loci": [
    {
     "dep": "LS",
     "locus": "census.json rows[slug == 'in2writing']['ls_reading']",
     "quote": "In2Writing holds research on human-AI co-writing under the researchers' bylines, and the writing it studies belongs to participants, students and writers described through tool design, control and ownership; the record keeps the researchers' authorship of papers and holds the studied writers' authorship only as the papers report it. Its 2022 reader study meets #1722's question directly: readers asked whether a literary continuation was 'written with an AI-tool or not' had low accuracy, were overconfident, and judged the AI continuations less well-written."
    },
    {
     "dep": "LS",
     "locus": "census.json rows[slug == 'in2writing']['kind']",
     "quote": "a workshop series (an ACL Anthology venue) whose proceedings volumes gather peer papers on intelligent and interactive writing assistants"
    },
    {
     "dep": 1722,
     "locus": "Part One, the four questions",
     "quote": "Four questions keep getting collapsed into one: 1. **Does the maker exist?** A person, or a group, who did the work. 2. **Did the work happen?** The inquiry, the writing, the deposit, the building, the event. 3. **Is it true?** Whether the work's claims hold. 4. **What kind of work is it?** Its genre, its form, its governing purpose."
    },
    {
     "dep": 940,
     "locus": "§1 the political-semantic condition",
     "quote": "The provenance-designated metadata that permits augmented-cognition outputs to be attributed to human authorship attaches to legal names. The classifier that determines what counts as legitimate authorship reads legal-name attribution as its primary input signal."
    }
   ]
  },
  "E_F": {
   "type": "C (public entity: an academic workshop series on intelligent and interactive writing assistants and its proceedings)",
   "definition": "the Workshop on Intelligent and Interactive Writing Assistants (In2Writing; ACL Anthology venue in2writing), an interdisciplinary workshop series \"to facilitate discussion around writing assistants\", alternating its venue between HCI and NLP: the First (Dublin, May 2022, with ACL) and Fourth (Albuquerque, May 2025, with NAACL) in ACL Anthology volumes edited by seven editors each; the Second (CHI 2023) and Third (CHI 2024, Honolulu, ACM proceedings); the Fifth announced for UIST 2026 (Detroit, 2 November 2026); no Wikipedia article",
   "claims": [
    "F1",
    "F2",
    "F3",
    "F4",
    "F5",
    "F6",
    "F7",
    "F8",
    "F9",
    "F10",
    "F11",
    "F12",
    "F13",
    "F14",
    "F15",
    "F16",
    "F17",
    "F18",
    "F19",
    "F20",
    "F21",
    "F22",
    "F23",
    "F24",
    "F25",
    "F26",
    "F27",
    "F28",
    "F29",
    "F30",
    "F31",
    "F32",
    "F33",
    "F34",
    "F35",
    "F36",
    "F37",
    "F38",
    "F39",
    "F40",
    "F41",
    "F42",
    "F43",
    "F44",
    "F45",
    "F46"
   ]
  },
  "E_A": {
   "definition": "the same series, in the leesharks.com authorship census record and the archive's deposits: a workshop series whose proceedings hold research on human-AI co-writing under the researchers' bylines, holding the authorship of the writers it studies only as its papers report it, and whose 2022 reader study the census reads as meeting #1722's question; the archive's categories for writing with machine participation (#186, #941, #940) and for the human/AI binary of authorship judgements and their certification (#856, #666, #161, #1540), with the habituation hypothesis at its evidence status (#161, #855, #1577)",
   "claims": [
    "LS-01",
    "LS-02",
    "LS-03",
    "LS-04",
    "LS-05",
    "LS-06",
    "LS-07",
    "LS-08",
    "LS-09",
    "LS-10",
    "LS-11",
    "LS-12",
    "LS-13",
    "LS-14",
    "LS-15",
    "LS-16",
    "LS-17",
    "LS-18",
    "LS-19",
    "LS-20",
    "LS-21",
    "LS-22",
    "LS-23",
    "LS-24",
    "LS-25",
    "LS-26",
    "LS-27",
    "LS-28",
    "LS-29",
    "LS-30",
    "LS-31",
    "LS-32",
    "LS-33",
    "LS-34",
    "CAP-1-01",
    "CAP-1-02",
    "CAP-1-03",
    "CAP-1-04",
    "CAP-1-05",
    "CAP-1-06",
    "CAP-1-07",
    "CAP-1-08",
    "O161-01",
    "O161-02",
    "O1577-01",
    "O1577-02",
    "O855-01",
    "O856-01",
    "O666-01",
    "O186-01",
    "O941-01",
    "O940-01",
    "O940-02",
    "O1540-01",
    "O1540-02",
    "O1722-01",
    "O1722-02"
   ],
   "defining_papers": [
    940,
    1722,
    161,
    856,
    666,
    186,
    941,
    1540,
    855,
    1577
   ],
   "defining_records": [
    "leesharks.com apparatus authorship census record, in2writing (https://www.leesharks.com/apparatus/aggregators/in2writing), 2026-11-01",
    "Capture Registry, in2writing-workshop-aio-20261101 (https://www.alexanarch.org/captures/in2writing-workshop-aio-20261101/), 2026-11-01"
   ]
  },
  "rho": {
   "value": "extends",
   "status": "read from the leesharks.com authorship census record, the capture record and the deposits that bear on the series' classes (§1.2a); no deposit names the series",
   "statement": "The archive reads the In2Writing workshop series as its own pages present it and adds, on the field's own object: the census's question of whose authorship it keeps and how, its reading of the reader study against #1722's four questions, the archive's categories for writing with machine participation and for the human/AI binary, and the registry's findings at the name.",
   "claims": [
    "LS-01",
    "LS-02",
    "LS-03",
    "LS-04",
    "LS-05",
    "LS-06",
    "LS-07",
    "LS-08",
    "LS-09",
    "LS-10",
    "LS-11",
    "LS-12",
    "LS-13",
    "LS-14",
    "LS-15",
    "LS-16",
    "LS-17",
    "LS-18",
    "LS-19",
    "LS-20",
    "LS-21",
    "LS-22",
    "LS-23",
    "LS-24",
    "LS-25",
    "LS-26",
    "LS-27",
    "LS-28",
    "LS-29",
    "LS-30",
    "LS-31",
    "LS-32",
    "LS-33",
    "LS-34",
    "CAP-1-01",
    "CAP-1-02",
    "CAP-1-03",
    "CAP-1-04",
    "CAP-1-05",
    "CAP-1-06",
    "CAP-1-07",
    "CAP-1-08",
    "O161-01",
    "O161-02",
    "O1577-01",
    "O1577-02",
    "O855-01",
    "O856-01",
    "O666-01",
    "O186-01",
    "O941-01",
    "O940-01",
    "O940-02",
    "O1540-01",
    "O1540-02",
    "O1722-01",
    "O1722-02"
   ],
   "guard": "ρ = extends claims an addition and no more (§1.2a). It does not make the field's sources wrong at their dates. Where an archive claim stands beside a field claim on one point (the census's run of 2022 to 2025 beside the field's second, third and fifth workshops; its counts beside the volumes' entries), both are composed under P_coh, each with its source.",
   "considered": [
    {
     "value": "constructs",
     "rejected": "the archive does not read the series as made by reception; its records take the Anthology's and the series' pages as the entity's account"
    },
    {
     "value": "revises",
     "rejected": "the series is no entity of the archive's own"
    },
    {
     "value": "witness case",
     "rejected": "the archive supplies no ontology the field lacks for the series; its categories bear on the series' classes"
    }
   ]
  },
  "translation": [
   {
    "lineage": "what it is: a workshop series on intelligent and interactive writing assistants",
    "field_claims": [
     "F1"
    ],
    "received": "F1 (B1, About, the purpose (¶ after the heading block)): \"The purpose of this interdisciplinary workshop is to facilitate discussion around writing assistants, thereby enhancing our understanding of their usage in writing process and predicting the consequences.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-01, LS-08, LS-10, LS-17, LS-31, LS-34",
    "archive_claims": [
     "LS-01",
     "LS-08",
     "LS-10",
     "LS-17",
     "LS-31",
     "LS-34"
    ]
   },
   {
    "lineage": "the venue alternates between HCI and NLP",
    "field_claims": [
     "F2",
     "F7"
    ],
    "received": "F2 (B1, About, the purpose, second sentence): \"To this end, we strive to bring together researchers from the human-computer interaction (HCI) and natural language processing (NLP) communities by alternating our workshop venue between HCI and NLP every year.\"; F7 (B1, About the Workshop ¶3 (end)): \"In addition to HCI and NLP research, we welcome participants from fields such as the Education Sciences, English and Rhetoric, and Linguistics.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received",
    "archive_claims": []
   },
   {
    "lineage": "the fifth workshop, UIST 2026",
    "field_claims": [
     "F3",
     "F4",
     "F5",
     "F6",
     "F9"
    ],
    "received": "F3 (B1, page head): \"Enriching Writing Ecosystems at … The Fifth Workshop on Intelligent and Interactive Writing Assistants … co-located with … The 39th Annual ACM Symposium on User Interface Software and Technology (UIST 2026) … Detroit, MI … Monday, November 2, 2026\"; F4 (B1, About the Workshop ¶3): \"Now in its fifth iteration, our workshop seeks to facilitate discussions on designing and building cohesive writing ecosystems\"; F5 (B1, About the Workshop ¶2): \"In this hands-on, systems-centric workshop, we challenge the UIST community to explore and develop ecosystems of writing assistants through the lens of interoperability.\"; F6 (B1, Participate): \"Joining the workshop does not require a paper submission.\"; F9 (B1, Schedule): \"Keynote Panel featuring Tom McGee, Max Kreminski, and Ken Arnold\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received",
    "archive_claims": []
   },
   {
    "lineage": "authorship under machine participation, in the papers",
    "field_claims": [
     "F8",
     "F14",
     "F33",
     "F41"
    ],
    "received": "F8 (B1, examples block): \"Examples of new forms of human-machine collaborative writing. … Wordcraft (Yuan et al., IUI 2022) … From Crafting Text to Crafting Thought (Liu & August, In2Writing 2025)\"; F14 (B3, paper list): \"Interaction-Required Suggestions for Control, Ownership, and Awareness in Human-AI Co-Writing\"; F33 (B7, Arnold and Kim, title and abstract): \"Interaction-Required Suggestions for Control, Ownership, and Awareness in Human- AI Co-Writing … We argue that such interfaces can promote cognitive engagement, agency, and thoughtful decision-making.\"; F41 (B8, Schneider et al., abstract): \"This new technology requires the author, asan act of writing, both to configure a systemthat then takes over the transformation into areal text, but also to maintain strategies of traditional writing.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-06, LS-07, LS-13, LS-16, LS-33",
    "archive_claims": [
     "LS-06",
     "LS-07",
     "LS-13",
     "LS-16",
     "LS-33"
    ]
   },
   {
    "lineage": "editors and organizers",
    "field_claims": [
     "F10",
     "F13",
     "F26",
     "F34"
    ],
    "received": "F10 (B1, Organizers): \"You can contact the organizers by emailing in2writing.workshop@gmail.com.\"; F13 (B3, volume front matter entry): \"Vishakh Padmakumar | Katy Gero | Thiemo Wambsganss | Sarah Sterman | Ting-Hao Huang | David Zhou | John Chung\"; F26 (B7, volume head (editors)): \"Vishakh Padmakumar , Katy Gero , Thiemo Wambsganss , Sarah Sterman , Ting-Hao Huang , David Zhou , John Chung (Editors)\"; F34 (B8, volume head (editors)): \"Ting-Hao 'Kenneth' Huang , Vipul Raheja , Dongyeop Kang , John Joon Young Chung , Daniel Gissin , Mina Lee , Katy Ilonka Gero (Editors)\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-05",
    "archive_claims": [
     "LS-05"
    ]
   },
   {
    "lineage": "the second and third workshops, at CHI",
    "field_claims": [
     "F11",
     "F25"
    ],
    "received": "F11 (B2, card 2 title and snippet (page unreachable: HTTP 403)): \"Proceedings of the Third Workshop on Intelligent and Interactive Writing Assistants | ACM Other conferences … Proceedings: In2Writing '24, Third Workshop on Intelligent and Interactive Writing Assistants (Honolulu, May 2024; published October 2024 by ACM).\"; F25 (B6, card 6 title and snippet (no page found)): \"The Third Workshop on Intelligent and Interactive Writing Assistants - CHI '24 … We will build off the successful workshop at CHI23 (The Second In2Writing Workshop), bringing new voices to the vibrant community of writing tools ...\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-24, LS-32, CAP-1-01",
    "archive_claims": [
     "LS-24",
     "LS-32",
     "CAP-1-01"
    ]
   },
   {
    "lineage": "the fourth workshop, 2025",
    "field_claims": [
     "F12",
     "F16",
     "F27"
    ],
    "received": "F12 (B3, event page head and volume list): \"Workshop on Intelligent and Interactive Writing Assistants (2025) Volumes Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025) In2Writing 11 papers\"; F16 (B4, card 4 title and snippet): \"NAACL 2025 Workshop In2Writing - OpenReview … In2Writing: The Fourth Workshop on Intelligent and Interactive Writing Assistants. In2Writing 2025. Albuquerque, New Mexico, United StatesMay 04 ...\"; F27 (B7, volume head (meeting)): \"Month: May Year: 2025 Address: Albuquerque, New Mexico, US … Nations of the Americas Chapter of the Association for Computational Linguistics (2025)\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received",
    "archive_claims": []
   },
   {
    "lineage": "the 2025 papers: captions, Arabic, Tanzania, writing centres, ownership",
    "field_claims": [
     "F15",
     "F30",
     "F31",
     "F32"
    ],
    "received": "F15 (B3, paper list (titles)): \"Understanding Writing Assistants for Scientific Figure Captions: A Thematic Analysis … ARWI: Arabic Write and Improve … AI Writing Assistants in Tanzanian Universities: Adoption Trends, Challenges, and Opportunities\"; F30 (B7, paper list (the first two papers)): \"Understanding Writing Assistants for Scientific Figure Captions: A Thematic Analysis … ARWI : A rabic Write and Improve\"; F31 (B7, Kondoro, abstract): \"Through a structured survey of 1,005 university students, we analyze AI usage patterns … Findings reveal that limited Swahili integration, affordability constraints, and ethical concerns hinder AI adoption\"; F32 (B7, Liu and August, abstract): \"which shifted focus from fixing surface-level issues to maintaining student writer voices.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-18",
    "archive_claims": [
     "LS-18"
    ]
   },
   {
    "lineage": "names and identifiers",
    "field_claims": [
     "F17",
     "F18"
    ],
    "received": "F17 (B4, embedded group data (script data of B4.html: website, date)): \"https://in2writing.glitch.me/ … Submission Start: Jan 02 2025 11:59PM UTC-0, Submission Deadline: Mar 01 2025 12:30PM UTC-0\"; F18 (B5, venue heading): \"Workshop on Intelligent and Interactive Writing Assistants (In2Writing) Acronym: In2Writing Venue ID: in2writing\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-02, LS-03, LS-04",
    "archive_claims": [
     "LS-02",
     "LS-03",
     "LS-04"
    ]
   },
   {
    "lineage": "the run of editions: 2022 to 2026",
    "field_claims": [
     "F19",
     "F23"
    ],
    "received": "F19 (B5, venue volume list): \"2025 Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025) 11 papers 2022 Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2022) 15 papers\"; F23 (B5, foot (build)): \"Site last built on 30 October 2026 at 09:40 UTC with commit f54ed9d .\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-19, LS-28, LS-30",
    "archive_claims": [
     "LS-19",
     "LS-28",
     "LS-30"
    ]
   },
   {
    "lineage": "publisher, holder and licence",
    "field_claims": [
     "F20",
     "F21",
     "F22",
     "F28",
     "F36"
    ],
    "received": "F20 (B5, foot (licence)): \"Materials published in or after 2016 are licensed on a Creative Commons Attribution 4.0 International License .\"; F21 (B5, foot (copyright)): \"ACL materials are Copyright © 1963–2026 ACL; other materials are copyrighted by their respective copyright holders.\"; F22 (B5, foot (makers)): \"The ACL Anthology is managed and built by the ACL Anthology team of volunteers.\"; F28 (B7, volume head (publisher and identifiers)): \"Publisher: Association for Computational Linguistics … DOI: 10.18653/v1/2025.in2writing-1 ISBN: 979-8-89176-239-8\"; F36 (B8, volume head (identifiers)): \"URL: https://aclanthology.org/2022.in2writing-1/ DOI: Bib Export formats: BibTeX MODS XML EndNote\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-11, LS-15, LS-27",
    "archive_claims": [
     "LS-11",
     "LS-15",
     "LS-27"
    ]
   },
   {
    "lineage": "how the Anthology holds names",
    "field_claims": [
     "F24"
    ],
    "received": "F24 (B5, navigation, Details): \"Anthology identifiers Names ORCID iDs DOIs Verified authors\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-14",
    "archive_claims": [
     "LS-14"
    ]
   },
   {
    "lineage": "what the volumes hold, counted",
    "field_claims": [
     "F29",
     "F37"
    ],
    "received": "F29 (B7, paper list, the front matter entry and the ten abstracts (counted: 11 entries, 10 with abstracts)): \"pdf bib Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants ( I n2 W riting 2025) Vishakh Padmakumar | Katy Gero\"; F37 (B8, paper list (counted: 15 entries, 14 with abstracts)): \"pdf bib Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants ( I n2 W riting 2022) Ting-Hao 'Kenneth' Huang | Vipul Raheja\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-12, LS-20, LS-21",
    "archive_claims": [
     "LS-12",
     "LS-20",
     "LS-21"
    ]
   },
   {
    "lineage": "the first workshop, 2022",
    "field_claims": [
     "F35"
    ],
    "received": "F35 (B8, volume head (meeting)): \"Month: May Year: 2022 Address: Dublin, Ireland … 60th Annual Meeting of the Association for Computational Linguistics\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-29",
    "archive_claims": [
     "LS-29"
    ]
   },
   {
    "lineage": "the reader study: judging whether a text was written with AI",
    "field_claims": [
     "F38",
     "F39",
     "F40"
    ],
    "received": "F38 (B8, Gunser et al., The Pure Poet, title and design): \"The Pure Poet: How Good is the Subjective Credibility and Stylistic Quality of Literary Short Texts Written with an Artificial Intelligence Tool as Compared to Texts Written by Human Authors? … Participants read 9 AI-based continuations and either 9 human-written continuations (Study 1, N=120) or 9 original continuations (Study 2, N=302). Participants’ task was to decide whether a continuation was written with an AI-tool or not\"; F39 (B8, The Pure Poet, results): \"Results showed that participants generally had low accuracy for differentiating between text types but were overconfident in their decisions.\"; F40 (B8, The Pure Poet, results (style)): \"AI-continuations were perceived as less well-written, inspiring, fascinating, interesting, and aesthetic than both human-written and original continuations.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-09, LS-23, LS-25, O1722-01, O1722-02",
    "archive_claims": [
     "LS-09",
     "LS-23",
     "LS-25",
     "O1722-01",
     "O1722-02"
    ]
   },
   {
    "lineage": "the 2022 papers: co-writing, revision, story, science writing",
    "field_claims": [
     "F42",
     "F43"
    ],
    "received": "F42 (B8, Singh et al., abstract): \"Centrally, we report how participants perform integrative leaps, by which they do cognitive work to integrate suggestions of varying semantic relevance into their developing stories.\"; F43 (B8, Kreminski and Martens, abstract): \"creative writers face additional challenges, including maintaining narrative consistency, developing plot structure, architecting reader experience, and refining their expressive intent, which are not well-addressed by current LLM-backed tools.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received",
    "archive_claims": []
   },
   {
    "lineage": "stated limits",
    "field_claims": [
     "F44"
    ],
    "received": "F44 (B8, Mori et al., abstract): \"The authors of this paper, including a professional novelist, have examined the use of natural language processing to address the problems of novelists … Although this is a preliminary study\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-22",
    "archive_claims": [
     "LS-22"
    ]
   },
   {
    "lineage": "data and code released",
    "field_claims": [
     "F45"
    ],
    "received": "F45 (B8, Du et al., R3, abstract (end)): \"The collected human-model interaction dataset and system code are available at https://github.com/vipulraheja/IteraTeR .\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received beside LS-26",
    "archive_claims": [
     "LS-26"
    ]
   },
   {
    "lineage": "reception: the encyclopedia",
    "field_claims": [
     "F46"
    ],
    "received": "F46 (B9, Wikipedia: titles In2Writing and Workshop on Intelligent and Interactive Writing Assistants; article-space search (B9.txt)): \"HTTP 404 … Wikipedia does not have an article with this exact name. … No results found for In2Writing. … There were no results matching the query.\"",
    "receiving_text": "—",
    "translation": "untranslated: composed as received",
    "archive_claims": []
   }
  ],
  "receiving_texts": "equal-terms case: every field claim composed as received, beside the archive claims it stands with"
 },
 "measure": {
  "rule": "v0.10 §4.10: KO_B sentences surviving in the KO at similarity ≥ 0.95, with positions (computed as apply_v09.py does: difflib.SequenceMatcher ratio, the best KO match per KO_B sentence)",
  "v0.10": {
   "surviving": 0,
   "of": 13,
   "positions": [
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null
   ]
  },
  "opening_run": {
   "rule": "v0.10 §5.10 (equal-terms case): the field-only KO's sentences as the KO's opening run in their own order",
   "breach": false
  },
  "blocks": {
   "rule": "v0.10 §4.1 (equal-terms case): the KO does not open with the field as a block or close with the archive as one; sentences typed by the ledgers they cite (F field only, A archive only, M both)",
   "sequence": "MMFMFFFMMFMAMFMMAMFAAFFAAAAAAMFAA",
   "field_only_head": 0,
   "archive_only_tail": 2,
   "breach": false
  },
  "max_similarity": [
   0.509,
   0.355,
   0.41,
   0.637,
   0.392,
   0.328,
   0.343,
   0.421,
   0.633,
   0.326,
   0.303,
   0.562,
   0.438
  ],
  "ko_sentence_1_max_similarity_to_KO_B": 0.58,
  "v0.9": {
   "surviving": 0,
   "of": 13,
   "positions": [
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null,
    null
   ]
  },
  "v0.9_note": "the same measure as v0.10, under the key the page builder reads (scripts/build_non.py reads v0.9 or v0.8); computed under v0.10"
 },
 "homonyms": {
  "names": [],
  "basis": "The census row carries no disambiguation field. No card is a homonym: all six cards concern the series (its site, its ACM, ACL and OpenReview records, a CHI '24 page). The capture's reached kind is \"same\" (per_dim.reached). The CoAuthor dataset and Wordcraft, which the series' pages and papers bear on (Wordcraft among the site's examples, F8; Kreminski, a 2022 author, on the 2026 panel), are separate rows of the same census and stay distinct entities.",
  "distinct_entities": [
   {
    "name": "ACL Anthology",
    "relation": "holder of two volumes; the census's negative tag: \"NOT the ACL Anthology as a whole\""
   },
   {
    "name": "CHI 2023 and CHI 2024 (ACM)",
    "relation": "hosts of the second and third workshops"
   },
   {
    "name": "UIST 2026",
    "relation": "host of the fifth workshop"
   },
   {
    "name": "NAACL 2025",
    "relation": "host of the fourth workshop"
   },
   {
    "name": "Wordcraft (Wordcraft Writers Workshop)",
    "relation": "a separate census row; Wordcraft (IUI 2022) among the series' examples of human-machine collaborative writing"
   }
  ],
  "substitutes": {
   "T": []
  },
  "register": {
   "address_1": {
    "slug": "in2writing-workshop-aio-20261101",
    "obs_id": "OBS-e6d2b6473f29"
   }
  }
 },
 "notes": [
  "Surface: Google AI Overview (expanded), by the operator's default of 2026-10-01 (runs begin in the Overview unless he says AI Mode) and the ruling of 2026-10-18 that the \"AI Mode Conversation\" paste is the Overview expanded; signed out, incognito by the defaults of 2026-10-14. Paste received 2026-11-01 01:59 EDT.",
  "Pools (v0.10 §0.3, §3.1(a)): B_D six cards, 25 claims; B_R three sources (two census own pages, Wikipedia), 21 claims. The venue page is card 5 and the census's own page in2writing--venue: carried once, in B_D. The first question (T against L_F(B_D)) uses B_D alone.",
  "Card 2 (ACM) is unreachable: no URL on the rail, none found by search; the address tried is the composer's reconstruction of the proceedings DOI (10.1145/3690712), unconfirmed, and it returned HTTP 403 with a Cloudflare challenge; not retried with any other agent string. Card 6 (\"acm sigchi\") has no URL and none was found. Their snippets stand as their only text.",
  "Card 4 (OpenReview) is script-rendered: the rendered text is \"Loading\"; the group's content is carried as escaped JSON in the page's script data, copied verbatim into B4-embedded.txt and checked against the raw HTML.",
  "Wikipedia's API search answered HTTP 429 (rate limit) and was not retried; the rendered Special:Search pages were read in its place, in article space, and find nothing under either name.",
  "Count: the Anthology's \"15 papers\" (2022) and \"11 papers\" (2025) each count the volume's front matter as an entry; the volumes list fourteen and ten papers with abstracts (counted on the saved texts: 15 and 11 entries, 14 and 10 with abstracts).",
  "Fetches with the census's agent string \"Mozilla/5.0 (compatible; leesharks-authorship-census)\". The census's own pages were copied from its saved copies (sha256 matching the manifest); this session's fetch of the venue page was byte-identical to the census copy and was not kept separately.",
  "Composer's note on the scratch space: the session scratchpad is shared with concurrently running composers; this row's working scripts moved to their own folder (scratchpad/in2writing-row/) after a generic file name was overwritten by another run; no row file was affected, and every ledger was rebuilt from the saved sources in that folder."
 ],
 "composition": {
  "source": "this row (composed directly under the brief rebuild/negative-of-the-negative/v010/BRIEF-NEW-ROW-AUTHORSHIP.md)",
  "composer": "Claude (Opus 5.5), subagent, 2026-11-01",
  "spec": "EA-NEGONT-02 v0.10 (#1726)",
  "defining_material_read": [
   {
    "what": "leesharks.com authorship census record, row",
    "file": "/home/claude/fleet/leesharks.com/data/authorship-census/census.json (rows[slug == 'in2writing'], organizing_question, admission_rule, anchor, areas, schema_note, unread_sources)",
    "read": "whole"
   },
   {
    "what": "census row file",
    "file": "/home/claude/fleet/leesharks.com/data/authorship-census/rows/in2writing.py",
    "read": "head"
   },
   {
    "what": "census saved sources",
    "file": "/home/claude/fleet/leesharks.com/data/authorship-census/sources/in2writing--{venue,p2025,p2022}.txt and manifest.json",
    "read": "whole"
   },
   {
    "what": "the capture",
    "file": "data/EA-WG-CAPTURES-01.json entries[slug == 'in2writing-workshop-aio-20261101']",
    "read": "whole"
   },
   {
    "what": "specification v0.10 (#1726)",
    "file": "data/texts/AXN-0B79-text.md",
    "read": "§0–§11 whole; Appendix A headings"
   },
   {
    "what": "#1722 AI Calls You Fake (anchor)",
    "file": "data/texts/AXN-0B2A-text.md",
    "read": "Start, Parts One to Eight"
   },
   {
    "what": "#940 EA-HETERONYMY-01 (anchor)",
    "file": "data/texts/AXN-03B8-text.md",
    "read": "§0–§6 by passage (machine, attribution, name)"
   },
   {
    "what": "#161, #186, #666, #855, #856, #941, #1540, #1577",
    "file": "data/texts/AXN-02F8, 032C, 0213, 0364, 0365, 03B9, 063A, 0669 -text.md",
    "read": "at the candidate paragraphs and their neighbours; #1577 whole"
   },
   {
    "what": "exemplar row",
    "file": "datasets/negative-of-the-negative/v2/rows/unionstats.json",
    "read": "structure, ledgers, config, reading"
   },
   {
    "what": "briefs",
    "file": "rebuild/negative-of-the-negative/v010/BRIEF-NEW-ROW-AUTHORSHIP.md; v09/BRIEF-NEW-ROW-AGGREGATOR.md, BRIEF-NEW-ROW-LABOR.md, BRIEF-NEW-ROW-LEFT.md",
    "read": "whole"
   }
  ],
  "cuts": [],
  "notes": "equal case; KO 33 sentences, all 46 field and 57 archive claims cited; P body 339 words; KO_B 13 sentences, 0 surviving at ≥ 0.95"
 },
 "composition_v09": {
  "source": "this row (composed directly under the brief rebuild/negative-of-the-negative/v010/BRIEF-NEW-ROW-AUTHORSHIP.md)",
  "composer": "Claude (Opus 5.5), subagent, 2026-11-01",
  "spec": "EA-NEGONT-02 v0.10 (#1726)",
  "defining_material_read": [
   {
    "what": "leesharks.com authorship census record, row",
    "file": "/home/claude/fleet/leesharks.com/data/authorship-census/census.json (rows[slug == 'in2writing'], organizing_question, admission_rule, anchor, areas, schema_note, unread_sources)",
    "read": "whole"
   },
   {
    "what": "census row file",
    "file": "/home/claude/fleet/leesharks.com/data/authorship-census/rows/in2writing.py",
    "read": "head"
   },
   {
    "what": "census saved sources",
    "file": "/home/claude/fleet/leesharks.com/data/authorship-census/sources/in2writing--{venue,p2025,p2022}.txt and manifest.json",
    "read": "whole"
   },
   {
    "what": "the capture",
    "file": "data/EA-WG-CAPTURES-01.json entries[slug == 'in2writing-workshop-aio-20261101']",
    "read": "whole"
   },
   {
    "what": "specification v0.10 (#1726)",
    "file": "data/texts/AXN-0B79-text.md",
    "read": "§0–§11 whole; Appendix A headings"
   },
   {
    "what": "#1722 AI Calls You Fake (anchor)",
    "file": "data/texts/AXN-0B2A-text.md",
    "read": "Start, Parts One to Eight"
   },
   {
    "what": "#940 EA-HETERONYMY-01 (anchor)",
    "file": "data/texts/AXN-03B8-text.md",
    "read": "§0–§6 by passage (machine, attribution, name)"
   },
   {
    "what": "#161, #186, #666, #855, #856, #941, #1540, #1577",
    "file": "data/texts/AXN-02F8, 032C, 0213, 0364, 0365, 03B9, 063A, 0669 -text.md",
    "read": "at the candidate paragraphs and their neighbours; #1577 whole"
   },
   {
    "what": "exemplar row",
    "file": "datasets/negative-of-the-negative/v2/rows/unionstats.json",
    "read": "structure, ledgers, config, reading"
   },
   {
    "what": "briefs",
    "file": "rebuild/negative-of-the-negative/v010/BRIEF-NEW-ROW-AUTHORSHIP.md; v09/BRIEF-NEW-ROW-AGGREGATOR.md, BRIEF-NEW-ROW-LABOR.md, BRIEF-NEW-ROW-LEFT.md",
    "read": "whole"
   }
  ],
  "cuts": [],
  "notes": "equal case; KO 33 sentences, all 46 field and 57 archive claims cited; P body 339 words; KO_B 13 sentences, 0 surviving at ≥ 0.95"
 },
 "field_by_origin": {
  "cards": [
   "B1",
   "B2",
   "B3",
   "B4",
   "B5",
   "B6"
  ],
  "own_pages": [
   "B7",
   "B8"
  ],
  "wikipedia": [
   "B9"
  ],
  "census_third_party": [],
  "unreachable": [
   "B2",
   "B6"
  ],
  "script_rendered": [
   "B4"
  ],
  "title_only": [],
  "snippet_only": [
   "B2",
   "B6"
  ],
  "pools": {
   "B_D": [
    "B1",
    "B2",
    "B3",
    "B4",
    "B5",
    "B6"
   ],
   "B_R": [
    "B7",
    "B8",
    "B9"
   ],
   "note": "v0.10 §3.1(a): B_D every card on T's rail (T's body names no other source); B_R the census's own pages not on the rail and Wikipedia. The venue page is both a card (5) and a census own page (in2writing--venue) and is carried once, in B_D. No census_third_party source: the census read only the Anthology's pages."
  },
  "wikipedia_state": "no article: \"In2Writing\" and \"Workshop on Intelligent and Interactive Writing Assistants\" raw wikitext and rendered page HTTP 404 (\"Wikipedia does not have an article with this exact name.\"); no redirect; the API search refused with HTTP 429 and was not retried; Special:Search in article space: \"No results found for In2Writing.\" and, for the full name in quotation marks, \"There were no results matching the query.\"",
  "sources": [
   {
    "id": "B1",
    "origin": "card",
    "pool": "B_D",
    "role": "Overview card 1",
    "card": "GitHub — In2Writing",
    "url": "https://in2writing.github.io/",
    "kind": "Overview card 1 (the workshop series' own site; the official website T links)",
    "files": {
     "B1.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B1.html",
      "sha256": "50f8493bb947b12ec60f59f31fc955174337e4ea32f8acd1926abf12a95aadf2"
     },
     "B1.txt": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B1.txt",
      "sha256": "a3057546adb774b36d4efd1e634f9a3cd1e22900a874b735ec2d81771176dae1"
     }
    },
    "fetched": {
     "at": "2026-11-01T06:14:41Z",
     "http": 200,
     "url": "https://in2writing.github.io/",
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B1.html",
     "raw_sha256": "50f8493bb947b12ec60f59f31fc955174337e4ea32f8acd1926abf12a95aadf2",
     "text": [
      "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B1.txt"
     ]
    },
    "surfaced_by_T": [
     {
      "slug": "in2writing-workshop-aio-20261101",
      "card": 1
     }
    ],
    "card_title": "In2Writing",
    "card_snippet": "The purpose of this interdisciplinary workshop is to facilitate discussion around writing assistants, thereby enhancing our understanding of their usage in ...",
    "names_operator": "no in its text (organizers by shared address only; their names and photos are not in the saved text)",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
    "id": "B2",
    "origin": "card",
    "pool": "B_D",
    "role": "Overview card 2",
    "card": "ACM Digital Library — Proceedings of the Third Workshop on Intelligent and Interactive Writing Assistants | ACM Other conferences",
    "url": "https://dl.acm.org/doi/proceedings/10.1145/3690712",
    "kind": "Overview card 2 (the ACM proceedings of the Third Workshop)",
    "files": {
     "B2-403.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B2-403.html",
      "sha256": "40fbf83081b41957e60bb16fcc5d77773a81289c6531f7ae1732ad3088eed16d"
     }
    },
    "fetched": {
     "at": "2026-11-01T06:15:01Z",
     "http": 403,
     "url": "https://dl.acm.org/doi/proceedings/10.1145/3690712",
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B2-403.html",
     "raw_sha256": "40fbf83081b41957e60bb16fcc5d77773a81289c6531f7ae1732ad3088eed16d",
     "text": []
    },
    "note": "unreachable: the card's URL is not on the rail (the registry records url null); two web searches for the proceedings' title and DOI found no ACM page; the address tried, https://dl.acm.org/doi/proceedings/10.1145/3690712, is the composer's reconstruction of the ACM proceedings DOI and is unconfirmed; it returned HTTP 403 with a Cloudflare challenge (\"Just a moment...\", saved as B2-403.html) at 2026-11-01T06:15:01Z with the census agent string; not retried. The card's title and snippet stand as its only text.",
    "surfaced_by_T": [
     {
      "slug": "in2writing-workshop-aio-20261101",
      "card": 2
     }
    ],
    "card_title": "Proceedings of the Third Workshop on Intelligent and Interactive Writing Assistants | ACM Other conferences",
    "card_snippet": "Proceedings: In2Writing '24, Third Workshop on Intelligent and Interactive Writing Assistants (Honolulu, May 2024; published October 2024 by ACM). Core Research...",
    "names_operator": "no (snippet: ACM as publisher)",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
    "id": "B3",
    "origin": "card",
    "pool": "B_D",
    "role": "Overview card 3",
    "card": "ACL Anthology — Workshop on Intelligent and Interactive Writing Assistants (2025) - ACL Anthology",
    "url": "https://aclanthology.org/events/in2writing-2025/",
    "kind": "Overview card 3 (the ACL Anthology event page of the 2025 workshop, listing its one volume with editors and papers)",
    "files": {
     "B3.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B3.html",
      "sha256": "2ed50aee781c52bb1896fb21a4c30b6a3400350674eb451f3bb287cf3f132301"
     },
     "B3.txt": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B3.txt",
      "sha256": "b1ae109610c82a34096810d472a5ba2f3a87785df866a588d7ee3a130d9f4293"
     }
    },
    "fetched": {
     "at": "2026-11-01T06:15:02Z",
     "http": 200,
     "url": "https://aclanthology.org/events/in2writing-2025/",
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B3.html",
     "raw_sha256": "2ed50aee781c52bb1896fb21a4c30b6a3400350674eb451f3bb287cf3f132301",
     "text": [
      "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B3.txt"
     ]
    },
    "surfaced_by_T": [
     {
      "slug": "in2writing-workshop-aio-20261101",
      "card": 3
     }
    ],
    "card_title": "Workshop on Intelligent and Interactive Writing Assistants (2025) - ACL Anthology",
    "card_snippet": "Proceedings: Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025) containing 11 papers. Papers: Understanding Writing Assistants ...",
    "names_operator": "yes: the 2025 volume's seven editors",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
    "id": "B4",
    "origin": "card",
    "pool": "B_D",
    "role": "Overview card 4",
    "card": "OpenReview — NAACL 2025 Workshop In2Writing - OpenReview",
    "url": "https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/In2Writing",
    "kind": "Overview card 4 (the OpenReview venue group of the 2025 workshop)",
    "files": {
     "B4.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B4.html",
      "sha256": "c27a4242fb7ae0c34b9024b729627bdfea8d396f5f133cd9c6c24f27b135861f"
     },
     "B4.txt": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B4.txt",
      "sha256": "dd481308afe34b8599b21b34e332ad7d300b6b4e8d59bee5f12b83b9e460b947"
     },
     "B4-embedded.txt": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B4-embedded.txt",
      "sha256": "6ae6a9728866ff0c268ee7184f06939300f99f07cce466e22176b4f118691e14"
     }
    },
    "fetched": {
     "at": "2026-11-01T06:15:03Z",
     "http": 200,
     "url": "https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/In2Writing",
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B4.html",
     "raw_sha256": "c27a4242fb7ae0c34b9024b729627bdfea8d396f5f133cd9c6c24f27b135861f",
     "text": [
      "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B4.txt"
     ]
    },
    "note": "script-rendered: HTTP 200, the rendered text is the site frame and \"Loading\" (B4.txt); the group's own content is carried as escaped JSON in the page's script data, and its values are copied verbatim into B4-embedded.txt; quotes from it are checked against the raw B4.html. The card's title and snippet also stand.",
    "surfaced_by_T": [
     {
      "slug": "in2writing-workshop-aio-20261101",
      "card": 4
     }
    ],
    "card_title": "NAACL 2025 Workshop In2Writing - OpenReview",
    "card_snippet": "In2Writing: The Fourth Workshop on Intelligent and Interactive Writing Assistants. In2Writing 2025. Albuquerque, New Mexico, United StatesMay 04 ...",
    "names_operator": "no in the rendered text; the embedded group data names the contact address",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
    "id": "B5",
    "origin": "card",
    "pool": "B_D",
    "role": "Overview card 5",
    "card": "ACL Anthology — Workshop on Intelligent and Interactive Writing Assistants - ACL Anthology",
    "url": "https://aclanthology.org/venues/in2writing/",
    "kind": "Overview card 5 (the ACL Anthology venue page); the same page as the census's own page in2writing--venue, carried once, in B_D",
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     "B5.html": {
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    },
    "fetched": {
     "at": "2026-11-01T06:22:31Z",
     "http": 200,
     "url": "https://aclanthology.org/venues/in2writing/",
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B5.html",
     "raw_sha256": "c88bfca593f596e43262cd8bb50583d4aad57cbe97cdaf488039a44043116c03",
     "text": [
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     "census_copy": {
      "id": "in2writing--venue",
      "url": "https://aclanthology.org/venues/in2writing/",
      "final_url": "https://aclanthology.org/venues/in2writing/",
      "http": "200",
      "fetched": "2026-11-01T05:32:46Z",
      "sha256": "c88bfca593f596e43262cd8bb50583d4aad57cbe97cdaf488039a44043116c03",
      "file": "/home/claude/fleet/leesharks.com/data/authorship-census/sources/in2writing--venue.html.gz"
     }
    },
    "note": "This session's fetch at 2026-11-01T06:22:31Z (HTTP 200) is byte-identical to the census's saved copy (sha256 c88bfca593f596e4…, fetched 2026-11-01T05:32:46Z); the census copy is kept as B5.html and its text as B5.txt.",
    "surfaced_by_T": [
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      "card": 5
     }
    ],
    "card_title": "Workshop on Intelligent and Interactive Writing Assistants - ACL Anthology",
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    "names_operator": "no (the ACL Anthology team of volunteers as maker; ACL as copyright holder)",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
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    "origin": "card",
    "pool": "B_D",
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    "url": null,
    "kind": "Overview card 6 (a page of the CHI 2024 workshop)",
    "files": {},
    "fetched": {
     "at": "2026-11-01T06:16Z",
     "http": null,
     "url": null,
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
     "text": []
    },
    "note": "unreachable: no URL on the rail (url null in the registry); three web searches (the title with \"CHI '24\" and the snippet's phrase \"build off the successful workshop at CHI23\"; the title with \"sigchi programs\"; programs.sigchi.org with the series' name) found no page under the site \"acm sigchi\"; the ACL portal's event listing \"The 3rd In2Writing Workshop (@CHI'24)\" was read and carries neither the snippet's words nor a sigchi link. Nothing fetched. The card's title and snippet stand as its only text.",
    "surfaced_by_T": [
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      "card": 6
     }
    ],
    "card_title": "The Third Workshop on Intelligent and Interactive Writing Assistants - CHI '24",
    "card_snippet": "We will build off the successful workshop at CHI23 (The Second In2Writing Workshop), bringing new voices to the vibrant community of writing tools ...",
    "names_operator": "no",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
    "id": "B7",
    "origin": "own_page",
    "pool": "B_R",
    "role": "the census's own page in2writing--p2025 (the 2025 volume); not surfaced by T as a document (card 3 is the event page that lists it)",
    "card": "ACL Anthology — Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025)",
    "url": "https://aclanthology.org/volumes/2025.in2writing-1/",
    "kind": "the census's own page in2writing--p2025 (the 2025 volume); not surfaced by T as a document (card 3 is the event page that lists it)",
    "files": {
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    },
    "fetched": {
     "at": "2026-11-01T05:32:46Z",
     "http": 200,
     "url": "https://aclanthology.org/volumes/2025.in2writing-1/",
     "agent": "the census's fetch (manifest)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B7.html",
     "raw_sha256": "c272cddb9cdcf4ecabfac2db093a26f2e44e616057d455e8eedaec7765e08ebc",
     "text": [
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     ],
     "census_copy": {
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      "url": "https://aclanthology.org/volumes/2025.in2writing-1/",
      "final_url": "https://aclanthology.org/volumes/2025.in2writing-1/",
      "http": "200",
      "fetched": "2026-11-01T05:32:46Z",
      "sha256": "c272cddb9cdcf4ecabfac2db093a26f2e44e616057d455e8eedaec7765e08ebc",
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     }
    },
    "surfaced_by_T": [],
    "not_surfaced_note": "admitted to B_R on the operator's ruling of 2026-10-29 (\"as against their wikipedia articles if they exist, their own pages, etc.\"); not surfaced by T",
    "names_operator": "yes: the 2025 editors",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
   {
    "id": "B8",
    "origin": "own_page",
    "pool": "B_R",
    "role": "the census's own page in2writing--p2022 (the 2022 volume; requested as https://aclanthology.org/2022.in2writing-1); not surfaced by T",
    "card": "ACL Anthology — Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2022)",
    "url": "https://aclanthology.org/volumes/2022.in2writing-1/",
    "kind": "the census's own page in2writing--p2022 (the 2022 volume; requested as https://aclanthology.org/2022.in2writing-1); not surfaced by T",
    "files": {
     "B8.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B8.html",
      "sha256": "952e95d175a400788fb6aa1eb236a6379d50e2a473b407cf16014976c85ea0c7"
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     "B8.txt": {
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    },
    "fetched": {
     "at": "2026-11-01T05:32:46Z",
     "http": 200,
     "url": "https://aclanthology.org/volumes/2022.in2writing-1/",
     "agent": "the census's fetch (manifest)",
     "raw": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B8.html",
     "raw_sha256": "952e95d175a400788fb6aa1eb236a6379d50e2a473b407cf16014976c85ea0c7",
     "text": [
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     ],
     "census_copy": {
      "id": "in2writing--p2022",
      "url": "https://aclanthology.org/2022.in2writing-1",
      "final_url": "https://aclanthology.org/volumes/2022.in2writing-1/",
      "http": "200",
      "fetched": "2026-11-01T05:32:46Z",
      "sha256": "952e95d175a400788fb6aa1eb236a6379d50e2a473b407cf16014976c85ea0c7",
      "file": "/home/claude/fleet/leesharks.com/data/authorship-census/sources/in2writing--p2022.html.gz"
     }
    },
    "surfaced_by_T": [],
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    "names_operator": "yes: the 2022 editors",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
   },
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    "pool": "B_R",
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    "card": "Wikipedia — In2Writing (no article)",
    "url": "https://en.wikipedia.org/wiki/In2Writing",
    "kind": "Wikipedia: no article under either name, no redirect, no article-space mention of the full name",
    "files": {
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     "B9-In2Writing.html": {
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     },
     "B9-search.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B9-search.html",
      "sha256": "1ca5e2d6b7192a1aeefb8dc656d3b145305b2e1bdf53e43c33ddff827dca19cd"
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     "B9-search2.html": {
      "path": "datasets/negative-of-the-negative/v2/intake/in2writing-20261101/B9-search2.html",
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    },
    "fetched": {
     "at": "2026-11-01T06:15:43Z",
     "http": 404,
     "url": "https://en.wikipedia.org/wiki/In2Writing",
     "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)",
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    "names_operator": "no",
    "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)"
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 },
 "derivatives": {
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 },
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 },
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}