{
 "entity": "codesota",
 "name": "CodeSOTA",
 "axn": {
  "axn": "AXN:0AC0.NON.🌾💎🪟⛳🌒⊕",
  "root": "AXN:0AC0.NON",
  "hex": "0AC0",
  "family": "NON",
  "row_sha256": "1a1c25540196352ea6d9ec8c10983b025f340551682dd118ab23b22f594caede",
  "minted": "2026-10-29",
  "resolver": "https://www.alexanarch.org/s/axn/0AC0/",
  "earlier_versions": []
 },
 "type": "C (public entity: an aggregator of machine-mediated reception work)",
 "type_code": "C",
 "type_label": "type C — a conventional reading holds it (public entity: an aggregator of machine-mediated reception work)",
 "case": "equal",
 "composition": {
  "composer_class": "session",
  "composer": "Claude (Opus 5.5), subagent, 2026-10-29",
  "source": "this row (composed directly; no rebuild/negative-of-the-negative/v09/codesota.json)",
  "spec": "EA-NEGONT-02 v0.9, #1690",
  "epoch": "2026-10-29",
  "procedure": "EA-NEGONT-02 v0.9, #1690: equal case, ρ = extends, read from the archive's records of the entity (the MMRS meta-aggregator record of 2026-10-28, corrected 2026-10-29, with the records of Papers with Code and its revival where they name CodeSOTA, and the Capture Registry's entry of 2026-10-29 with two findings at the related entity's addresses); no deposit names the entity (D/R: 0 candidates over 1,711 texts); O-class on 'model routing for AI tasks' (sourced: B1) returned five candidate deposits, all rejected by reading; 'benchmark leaderboards and registries' (sourced: B2, B3, B4) matched nothing; hop not run; one address, the field B its one card with the entity's own pages (3 more) admitted per the operator's ruling of 2026-10-29 and Wikipedia's absence recorded; no corrective exhibit; the composer read the ledgers, never the transcript, except where the brief asks for T's claims and the delta",
  "ledger": "unaudited (§3.8: one extractor per ledger); field quotes 71/71 verified by script against the saved page texts; archive quotes 41/41 verified verbatim against the registry's entries, census.json and articles.py as loaded; carried as marked: MMRS-25 unsupported (its quotation 'refreshed live' on none of the saved pages); contested within the field: replacement or one of several (F38 against F52), the start (F71 against F56, F64)",
  "frozen": false,
  "composed": true
 },
 "reading": "A reader that fetches this page may stop short of its end; the entry's text, every sentence of its knowledge object with the claims it cites and each claim's quote, source and locus, is in entity.json beside it.",
 "service": {
  "name": "SPXI-gnΩsis",
  "url": "https://gnosis.spxi.dev/",
  "index": "https://gnosis.spxi.dev/v1/quote",
  "statement": "SPXI-gnΩsis opens pinned Wikipedia revisions sentence by sentence against the sources they cite (EA-WIKI-OPEN-01 v1.1, #1697); a commission consults the Crimson Hexagonal Archive by its own procedure and composes the entity's /non row, which lands here. Quotes are free: POST https://gnosis.spxi.dev/v1/quote with {oldid, tier: \"commission\"} or {object: {name, …}}."
 },
 "spxi_instrument": {
  "method": "0.16",
  "name": "The Negative of the Negative (/non)",
  "level": 0,
  "level_name": "Measurement",
  "url": "https://www.spxi.dev/methods/#m-0-16",
  "inventory": "https://www.spxi.dev/methods/",
  "statement": "SPXI instrument: method 0.16 of 87, level 0 (Measurement), The Negative of the Negative (/non).",
  "also": []
 },
 "citation": "Sharks, Lee. \"CodeSOTA — The Negative of the Negative\" [AXN:0AC0.NON.🌾💎🪟⛳🌒⊕], 2026-10-29. The Negative of the Negative (EA-NEGONT-02), Crimson Hexagonal Archive, Alexanarch. https://www.alexanarch.org/non/codesota/",
 "research": {
  "google": "https://www.google.com/search?q=CodeSOTA",
  "google_non": "https://www.google.com/search?q=%22CodeSOTA+%E2%80%94+The+Negative+of+the+Negative%22",
  "chatgpt": "https://chatgpt.com/?q=What+is+CodeSOTA%3F+Ground+your+answer+in+a+reading+of+the+sources+themselves.",
  "chatgpt_non": "https://chatgpt.com/?q=What+does+%E2%80%9CCodeSOTA+%E2%80%94+The+Negative+of+the+Negative%E2%80%9D+%28alexanarch.org%2Fnon%29+say+about+CodeSOTA%3F+Ground+your+answer+in+a+reading+of+the+entry+itself."
 },
 "entry": {
  "composed": true,
  "title": "CodeSOTA",
  "genre": "knowledge object, equal case, under EA-NEGONT-02 v0.9 (#1690): the archive's sources and the field's admitted on equal terms, ontology included, in one claim space",
  "status": "composed 2026-10-29 under v0.9 (brief rebuild/negative-of-the-negative/v09/BRIEF-NEW-ROW-AGGREGATOR.md); not frozen; ledgers unaudited",
  "compression": {
   "title": "CodeSOTA",
   "lede": "is, at three of its own addresses, a routing layer for AI tasks (\"One Routing Layer for AI Tasks\", homepage), the successor to Papers with Code (\"the v2 replacement for what PWC did\") and \"an independent registry of machine-learning benchmarks\" (about page), kept by Kacper Wikiel in Warsaw; two faces at two addresses in the MMRS record."
  },
  "sentences": [
   {
    "n": 1,
    "para": 0,
    "text": "CodeSOTA presents itself at three of its own addresses as three things: its homepage is titled \"CodeSOTA — One Routing Layer for AI Tasks\", its dispatch on Papers with Code calls it \"the v2 replacement for what PWC did\", and its about page calls it \"an independent registry of machine-learning benchmarks\"; the MMRS record gives the first two, a routing layer for AI tasks on the homepage and a successor to Papers with Code on the /papers-with-code/ pages, by Kacper Wikiel for Fabryka AI in Warsaw, and does not cite the about page.",
    "claims": [
     "F1",
     "F38",
     "F54",
     "MMRS-01"
    ]
   },
   {
    "n": 2,
    "para": 0,
    "text": "The MMRS record observes \"two faces at two addresses\": the homepage presents the routing product and names Papers with Code only in a footer link, which reads \"Papers with Code Story\", while the pages under /papers-with-code/ present the succession; the Capture Registry (2026-10-29) finds the same on re-reading the homepage and reads it as two compositions by the entity itself, the homepage composing a routing product and its Papers with Code pages a successor.",
    "claims": [
     "MMRS-13",
     "MMRS-05",
     "F22",
     "MMRS-06",
     "CAP-1-01",
     "CAP-1-06"
    ]
   },
   {
    "n": 3,
    "para": 0,
    "text": "The dispatch joins the faces in its own words: \"the registry is routable\", every benchmark row an API endpoint, and the \"router\" it is slowly building would send a prompt or a document to the current state of the art without the caller rewriting code.",
    "claims": [
     "F43"
    ]
   },
   {
    "n": 4,
    "para": 1,
    "text": "On the homepage the router compares models for documents, code, speech and vision, lets a user inspect benchmark evidence and offers \"the CodeSOTA selection and execution API\": start from the work, compare on quality and cost, inspect the evidence and choose a route through a common API; the footer says CodeSOTA \"helps developers choose AI tools for documents, speech, and coding\", which the MMRS record carries as its self-description, and the record gives its unit as an AI task routed to a model chosen by benchmark evidence, quality and cost.",
    "claims": [
     "F2",
     "F3",
     "F18",
     "MMRS-14",
     "MMRS-15"
    ]
   },
   {
    "n": 5,
    "para": 1,
    "text": "What exists and what is planned are stated apart (homepage): \"Available today: model selection across the registry and an execution API for code & text. Document, speech, and vision execution are planned.\"; the preview \"returns model recommendations. It does not process your files or run inference.\"; speech routes are \"future\" and the coding API \"existing\"; the direction is \"a common API and account across AI tasks, with versioned recipes and a stable output contract for each task\", and the roadmap brings provider adapters, versioned recipes, task validation, fallback and usage accounting into the same layer.",
    "claims": [
     "F4",
     "F5",
     "F13",
     "F8",
     "F9"
    ]
   },
   {
    "n": 6,
    "para": 1,
    "text": "Each task keeps its own output format across providers; documents are the next execution family, scans and PDFs turned into text, tables or fields; speech is transcription and voice generation compared on language coverage, latency, intelligibility and deployment; coding is generating functions or repairing a repository (homepage); the dispatch's FAQ has CodeSOTA building comprehensive benchmarks \"starting with OCR and document AI\" and rebuilding task pages, dataset cards and method explanations \"gradually, in the open, one modality at a time\".",
    "claims": [
     "F10",
     "F12",
     "F14",
     "F15",
     "F46",
     "F44"
    ]
   },
   {
    "n": 7,
    "para": 1,
    "text": "The route is chosen on evidence (homepage): a user compares \"actual benchmark observations\" and inspects the Pareto frontier, where every dot is a recorded result and a highlighted model has no competitor in its cohort at least as good on both axes and strictly better on one, with quality, latency and cost measured \"as coverage grows\".",
    "claims": [
     "F6",
     "F7",
     "F11"
    ]
   },
   {
    "n": 8,
    "para": 1,
    "text": "Its pages state the evidence's limits: \"A strong result on one test does not guarantee a fit for your documents, recordings, or repository\" and reported results are to be told from independently reproduced runs (homepage); third-party numbers are listed for coverage and not claimed as reproduced, \"reproduced\" means \"an independently executed run or a signed container hash — not an aggregated claim\", and \"What never publishes is a number with no source\" (dispatch); the registry \"is a record of results; the primary literature is still the primary literature\", every row linking to the source that is cited (about page).",
    "claims": [
     "F16",
     "F17",
     "F39",
     "F40",
     "F42",
     "F68"
    ]
   },
   {
    "n": 9,
    "para": 2,
    "text": "On its about page CodeSOTA is \"an open, dated record of machine-learning benchmarks\", maintained by one person with paid vendor work kept apart from ranking integrity, and its commitment is \"a registry, not a leaderboard\": a leaderboard is a view of \"who is on top right now\", a registry \"the record that makes that view legible\".",
    "claims": [
     "F55",
     "F61"
    ]
   },
   {
    "n": 10,
    "para": 2,
    "text": "The about page's unit is the benchmark row, \"a task-dataset-metric triple with a declared direction, a fixed split, a reproducibility package and a dated submission\", each row with a verification tier (self-reported, community-reproduced or Codesota-reproduced) and each score dated; the MMRS record's unit is the routed AI task, and the two stand each with its source.",
    "claims": [
     "F59",
     "F60",
     "MMRS-15"
    ]
   },
   {
    "n": 11,
    "para": 2,
    "text": "The MMRS record enters it as a database in the role of discovery, its lifecycle active as observed on 2026-10-28.",
    "claims": [
     "MMRS-11",
     "MMRS-12",
     "MMRS-19"
    ]
   },
   {
    "n": 12,
    "para": 2,
    "text": "The MMRS record keeps itself apart from the entity it describes: \"each page has two nodes, the MMRS record and the entity it describes\", each assertion with a source and a basis, the lifecycle kept apart from the observation that saw it.",
    "claims": [
     "MMRS-22"
    ]
   },
   {
    "n": 13,
    "para": 2,
    "text": "The dispatch claims five qualities of Papers with Code \"at its best, carried forward into Codesota by default rather than by aspiration\": every submission carries code, and \"If it does not run, the row does not publish\"; every score carries its publication and verification dates; and the about page adds that a wrong score's correction stays visible: \"Nothing is silently deleted.\"",
    "claims": [
     "F34",
     "F35",
     "F36",
     "F62"
    ]
   },
   {
    "n": 14,
    "para": 3,
    "text": "It refuses the class in which the MMRS meta-aggregator's census enters it: \"Unlike aggregator sites, CodeSOTA verifies results independently\" (dispatch, FAQ), and it is \"Not a press-release aggregator\", a score becoming a row only with \"a reproduction path and a dated submission\" (about page); the MMRS record counts it in the census as its clearest case of a successor claim made in the name's own address space.",
    "claims": [
     "F45",
     "F66",
     "MMRS-08"
    ]
   },
   {
    "n": 15,
    "para": 4,
    "text": "The dispatch, dated 25 July 2025 in its metadata and issued 22 April 2026, is \"our record of what happened, what was lost, and where to look now — with Codesota positioned as the calmer, stricter successor\", its successor \"traceable, dated, routable\", and it directs users to CodeSOTA \"for maintained SOTA leaderboards, benchmark pages, API replacement notes, and links to the frozen paperswithcode-data archive\".",
    "claims": [
     "F71",
     "F26",
     "F27",
     "F24"
    ]
   },
   {
    "n": 16,
    "para": 4,
    "text": "The about page dates the start to 10 December 2025, \"after Meta retired Papers with Code\", a launch \"as an explicit successor attempt\" to rebuild the infrastructure \"in a way that cannot be retired by a press release\"; the dispatch says CodeSOTA is \"rebuilding this infrastructure independently\", which the MMRS record quotes, and the record types the relation as claims_succession_to Papers with Code.",
    "claims": [
     "F56",
     "F64",
     "F58",
     "F47",
     "MMRS-03",
     "MMRS-20"
    ]
   },
   {
    "n": 17,
    "para": 4,
    "text": "The shutdown record of 7 May 2026 does not name a single heir: \"There is no single drop-in replacement. Pick by job\", the archive for history and CodeSOTA for live SOTA; the dispatch holds that none of the successors Meta pointed at, Hugging Face Trending Papers, Semantic Scholar and Connected Papers, replicate \"the unified paper-code-benchmark-dataset-method linkage\", and its \"v2 replacement\" and the shutdown record's \"no single drop-in replacement\" stand each on its page.",
    "claims": [
     "F52",
     "F49",
     "F33"
    ]
   },
   {
    "n": 18,
    "para": 5,
    "text": "Papers with Code was, in the dispatch, \"in effect, the Wikipedia of machine-learning research\", papers linked to implementations and benchmarks organised as Task, Dataset, Metric tuples with leaderboards, acquired by Meta (then Facebook AI) in December 2019 from Robert Stojnic and Ross Taylor under a commitment to \"remain a neutral, open and free resource\", its 9,327 leaderboards, 79,817 paper-to-code linkages and 5,628 datasets no longer served; the MMRS record of Papers with Code takes those figures from CodeSOTA, and the record of CodeSOTA notes that they are the dead aggregator's, its own catalogue counts not given and left unchecked.",
    "claims": [
     "F25",
     "F30",
     "F29",
     "MMRS-27",
     "MMRS-07",
     "MMRS-17"
    ]
   },
   {
    "n": 19,
    "para": 5,
    "text": "Meta retired Papers with Code in July 2025, \"without prior notice\" on 24–25 July (dispatch; shutdown record, \"observed around July 24-25\"); the domain now redirects to Hugging Face Trending Papers and \"the leaderboards are gone\", users \"pushed toward Hugging Face\" while the task-based tracker and public API went unmaintained; the MMRS record of Papers with Code cites CodeSOTA, with hyper.ai, for the redirect to Hugging Face.",
    "claims": [
     "F23",
     "F28",
     "F48",
     "F32",
     "F50",
     "MMRS-28"
    ]
   },
   {
    "n": 20,
    "para": 5,
    "text": "The data, in the dispatch, was rescued as JSON dumps on GitHub, the pwc-archive on Hugging Face and 2021-era imports into the Open Research Knowledge Graph, \"The data survives; the integrated experience does not\"; the dumps serve \"reconstruction, citation checks, and migration work\" and are not a current leaderboard (shutdown record); CodeSOTA hosts historical PWC data as a frozen JSON dump at /browse/pwc (dispatch; MMRS record), and whether its own scores derive from the dumps the MMRS record leaves unchecked.",
    "claims": [
     "F31",
     "F51",
     "F41",
     "MMRS-04",
     "MMRS-18"
    ]
   },
   {
    "n": 21,
    "para": 6,
    "text": "Its data are an open JSON registry and /api/sota, \"Programmatic current-SOTA lookup for agents and internal tools\" (MMRS record; shutdown record), published under CC BY 4.0 with the JSON at /data/benchmarks.json the canonical form (about page), \"Built in public from Warsaw · open JSON · rankings stay earned\" (homepage).",
    "claims": [
     "MMRS-02",
     "MMRS-16",
     "F53",
     "F70",
     "F21"
    ]
   },
   {
    "n": 22,
    "para": 6,
    "text": "The homepage's header reads \"By Fabryka AI\" and its colophon \"Built by Kacper Wikiel in Warsaw\"; the about page has it \"written and maintained by Kacper Wikiel\", one public codebase, one editor, submissions going through a reproduction run and not a panel, \"Self-directed · not venture-backed\", with \"no investors, no board, no growth targets\"; the MMRS record gives the operator as \"Kacper Wikiel, 'By Fabryka AI' (Warsaw)\", and its \"for Fabryka AI\" and the about page's \"Self-directed\" stand each with its source.",
    "claims": [
     "F19",
     "F20",
     "F69",
     "F67",
     "F57",
     "F65",
     "MMRS-10"
    ]
   },
   {
    "n": 23,
    "para": 6,
    "text": "It is \"Maintained independently, not owned by any single model vendor\", sponsored evaluations flagged (dispatch), and vendors may pay for custom benchmarks, commissioned evaluations, profile pages and publication support, disclosed inline, \"The public ranking method is not for sale\" (about page).",
    "claims": [
     "F37",
     "F63"
    ]
   },
   {
    "n": 24,
    "para": 7,
    "text": "The MMRS records keep the name's claimants apart: CodeSOTA \"carries the name in its own paths and presents itself as a successor\", Papers with Code is \"NOT CodeSOTA, which uses the name in its paths\", and \"The original's frozen dumps, CodeSOTA's succession claim and this revival are three entities around one name\", the revival at paperswithcode.co \"a third claimant to the name\"; they tell CodeSOTA apart by \"codesota.com, /api/sota, 'refreshed live'\" and \"codesota.com, routing layer, /api/sota\", and the Papers with Code battery checks that CodeSOTA is not presented as Papers with Code.",
    "claims": [
     "MMRS-23",
     "MMRS-24",
     "MMRS-29",
     "MMRS-09",
     "MMRS-25",
     "MMRS-30",
     "MMRS-26"
    ]
   },
   {
    "n": 25,
    "para": 8,
    "text": "At its name Google's Overview composed from one card, the homepage titled \"CodeSOTA — One Routing Layer for AI Tasks\", and the Capture Registry (2026-10-29) records that \"The composition is its homepage\", describing CodeSOTA as its homepage does, a service that compares models for a task and routes work to them through one API, with CodeSOTA named and no person; the MMRS record reads the same composition as the routing layer composed and \"the succession unsaid\".",
    "claims": [
     "CAP-1-02",
     "CAP-1-08",
     "CAP-1-09",
     "MMRS-08",
     "F1"
    ]
   },
   {
    "n": 26,
    "para": 8,
    "text": "At the related entity's addresses the registry records that at \"papers with code\" the Overview did not present CodeSOTA as Papers with Code, and that at \"is papers with code still active\" CodeSOTA was among the twelve cards (Capture Registry, 2026-10-29).",
    "claims": [
     "CAP-2-01",
     "CAP-3-01"
    ]
   },
   {
    "n": 27,
    "para": 9,
    "text": "The MMRS record was first read from codesota.com/papers-with-code, where the dispatch calls CodeSOTA \"the v2 replacement for what PWC did\", and its kernel led with the succession; its source list gives the homepage as read on 2026-10-29 for its \"homepage title and self-description\", after the /papers-with-code pages of 2026-10-28; the Capture Registry (2026-10-29) records the record \"corrected to give the homepage's first\", checked against the record of 2026-10-28 and the own pages re-read that day, and reads the capture as showing that the record \"had taken the entity's side door for its front\".",
    "claims": [
     "CAP-1-03",
     "MMRS-21",
     "CAP-1-04",
     "CAP-1-05",
     "CAP-1-07",
     "F38"
    ]
   }
  ],
  "claims": {
   "F1": {
    "kind": "field",
    "quote": "CodeSOTA — One Routing Layer for AI Tasks",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "<title>; og:title",
    "modality": "stipulation"
   },
   "F38": {
    "kind": "field",
    "quote": "Codesota is the v2 replacement for what PWC did — reproduced scores with verification dates, code links, and lineage.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 04 ¶1",
    "modality": "self-description"
   },
   "F54": {
    "kind": "field",
    "quote": "Codesota is an independent registry of machine-learning benchmarks, maintained by Kacper Wikiel in Warsaw.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "meta description",
    "modality": "stipulation"
   },
   "MMRS-01": {
    "kind": "archive",
    "quote": "CodeSOTA, by Kacper Wikiel for Fabryka AI in Warsaw, is a routing layer for AI tasks on its homepage (\"One Routing Layer for AI Tasks\") and a successor to Papers with Code on its /papers-with-code/ pages (\"Codesota is the v2 replacement for what PWC did\").",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], kernel s1",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-13": {
    "kind": "archive",
    "quote": "two faces at two addresses: the homepage presents a routing layer and names Papers with Code only in a footer link; its /papers-with-code/ pages present it as 'the v2 replacement for what PWC did', rebuilding that infrastructure 'independently'",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], note (basis: observed)",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-05": {
    "kind": "archive",
    "quote": "Its homepage presents the routing product and names Papers with Code only in a footer link.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'How it holds the name' s1",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F22": {
    "kind": "field",
    "quote": "Papers with Code Story",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "footer, 'Learn' column",
    "modality": "documented"
   },
   "MMRS-06": {
    "kind": "archive",
    "quote": "Its pages under /papers-with-code/, a shutdown record and a trending page among them, present the succession.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'How it holds the name' s2",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "CAP-1-01": {
    "kind": "archive",
    "quote": "THE HOMEPAGE'S ENTITY. The homepage's title is 'CodeSOTA — One Routing Layer for AI Tasks' and it mentions Papers with Code only in a footer link (read 2026-10-29).",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, findings[0]",
    "modality": "documented",
    "date": "2026-10-29"
   },
   "CAP-1-06": {
    "kind": "archive",
    "quote": "CodeSOTA's homepage composes a routing product; its Papers with Code pages compose a successor.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, analysis s1",
    "modality": "interpretation",
    "date": "2026-10-29"
   },
   "F43": {
    "kind": "field",
    "quote": "Third, the registry is routable. Every benchmark row corresponds to an API endpoint; we are slowly building the “router” that lets a caller send a prompt or a document to the current SOTA without rewriting their code when the SOTA changes.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 05 ¶4",
    "modality": "self-description"
   },
   "F2": {
    "kind": "field",
    "quote": "One routing layer for AI tasks. Compare models for documents, code, speech, and vision, inspect benchmark evidence, and explore the CodeSOTA selection and execution API.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "meta description",
    "modality": "stipulation"
   },
   "F3": {
    "kind": "field",
    "quote": "Start with the work you need done. Compare models across quality and cost, inspect the evidence, and use a common API to choose a route.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "hero ('CodeSOTA / AI task routing')",
    "modality": "stipulation"
   },
   "F18": {
    "kind": "field",
    "quote": "CodeSOTA helps developers choose AI tools for documents, speech, and coding, with practical comparisons and inspectable benchmark evidence.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "footer, self-description",
    "modality": "stipulation"
   },
   "MMRS-14": {
    "kind": "archive",
    "quote": "helps developers choose AI tools for documents, speech, and coding (its homepage, titled 'CodeSOTA — One Routing Layer for AI Tasks')",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], self_description (basis: operator, src codesota.com)",
    "modality": "attributed",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-15": {
    "kind": "archive",
    "quote": "AI task, routed to a model chosen by benchmark evidence, quality and cost",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], unit (basis: operator, src codesota.com)",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F4": {
    "kind": "field",
    "quote": "Available today: model selection across the registry and an execution API for code & text. Document, speech, and vision execution are planned.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "hero, availability line",
    "modality": "self-description"
   },
   "F5": {
    "kind": "field",
    "quote": "This preview returns model recommendations. It does not process your files or run inference.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'01 / Define the work', note",
    "modality": "self-description"
   },
   "F13": {
    "kind": "field",
    "quote": "Explore the task guides and evidence behind future speech routes and the existing coding API.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'Working with speech or code?'",
    "modality": "self-description"
   },
   "F8": {
    "kind": "field",
    "quote": "Our direction is a common API and account across AI tasks, with versioned recipes and a stable output contract for each task.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'The product we are building'",
    "modality": "self-description"
   },
   "F9": {
    "kind": "field",
    "quote": "The roadmap brings provider adapters, versioned recipes, task validation, fallback, and usage accounting into the same routing layer.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'The product we are building', third note",
    "modality": "self-description"
   },
   "F10": {
    "kind": "field",
    "quote": "Each task keeps its own output format across providers.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'The product we are building', first note",
    "modality": "stipulation"
   },
   "F12": {
    "kind": "field",
    "quote": "Turn scans and PDFs into text, tables, or structured fields. Choose for your documents, language, and deployment.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'First expansion / Documents'",
    "modality": "self-description"
   },
   "F14": {
    "kind": "field",
    "quote": "Transcribe recordings or generate a voice. Compare language coverage, latency, intelligibility, and deployment.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'Speech →' and 'Coding & agents →'",
    "modality": "stipulation"
   },
   "F15": {
    "kind": "field",
    "quote": "Generate functions or repair a repository. Compare models and agents on evidence that matches the work.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'Coding & agents →'",
    "modality": "stipulation"
   },
   "F46": {
    "kind": "field",
    "quote": "CodeSOTA is building comprehensive ML benchmarks starting with OCR and document AI.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 06 FAQ, Q02",
    "modality": "self-description"
   },
   "F44": {
    "kind": "field",
    "quote": "Everything else — the wiki-style task pages, the dataset cards, the method explanations — we are rebuilding gradually, in the open, one modality at a time.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 05 ¶5",
    "modality": "self-description"
   },
   "F6": {
    "kind": "field",
    "quote": "Choose a task, compare actual benchmark observations, and inspect the Pareto frontier before selecting a route.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'What do you want to do?'",
    "modality": "stipulation"
   },
   "F7": {
    "kind": "field",
    "quote": "Every dot is a recorded result. Highlighted models have no competitor in this cohort that is at least as good on both axes and strictly better on one.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'Benchmark tradeoffs / Find the Pareto frontier.'",
    "modality": "stipulation"
   },
   "F11": {
    "kind": "field",
    "quote": "Compare models on the same task and protocol, with measured quality, latency, and cost as coverage grows.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'The product we are building', second note",
    "modality": "self-description"
   },
   "F16": {
    "kind": "field",
    "quote": "A strong result on one test does not guarantee a fit for your documents, recordings, or repository.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'Evidence behind the choice'",
    "modality": "stipulation"
   },
   "F17": {
    "kind": "field",
    "quote": "Distinguish reported results from independently reproduced runs.",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "'Evidence behind the choice', 'Check the source.'",
    "modality": "stipulation"
   },
   "F39": {
    "kind": "field",
    "quote": "Third-party sources listed for coverage — we do not claim their numbers were independently reproduced.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 04, Fig 3",
    "modality": "self-description"
   },
   "F40": {
    "kind": "field",
    "quote": "“Reproduced” here means an independently executed run or a signed container hash — not an aggregated claim.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 04, Fig 4",
    "modality": "stipulation"
   },
   "F42": {
    "kind": "field",
    "quote": "What never publishes is a number with no source.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 05 ¶2",
    "modality": "stipulation"
   },
   "F68": {
    "kind": "field",
    "quote": "The registry is a record of results; the primary literature is still the primary literature. Every row links back to its source, and the source is what you cite.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 02, 06",
    "modality": "stipulation"
   },
   "F55": {
    "kind": "field",
    "quote": "Codesota is an open, dated record of machine-learning benchmarks. It is maintained by one person, in public, with a clear separation between paid vendor work and public ranking integrity.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "'Editorial · About' ¶1",
    "modality": "stipulation"
   },
   "F61": {
    "kind": "field",
    "quote": "The philosophical commitment is modest: a registry, not a leaderboard. A leaderboard is a view of “who is on top right now”; a registry is the record that makes that view legible.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 01 ¶3",
    "modality": "stipulation"
   },
   "F59": {
    "kind": "field",
    "quote": "It is, plainly, a website and a JSON file. Each benchmark is a task-dataset-metric triple with a declared direction, a fixed split, a reproducibility package and a dated submission.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 01 ¶2",
    "modality": "stipulation"
   },
   "F60": {
    "kind": "field",
    "quote": "Each row carries a verification tier — self-reported, community-reproduced, or Codesota-reproduced — and each score is stamped with the day it was run.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 01 ¶2",
    "modality": "stipulation"
   },
   "MMRS-11": {
    "kind": "archive",
    "quote": "database",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], kind",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-12": {
    "kind": "archive",
    "quote": "discovery",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], roles[0]",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-19": {
    "kind": "archive",
    "quote": "active",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], lifecycle.state; observed {on: 2026-10-28, fetch: read}",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-22": {
    "kind": "archive",
    "quote": "each page has two nodes, the MMRS record and the entity it describes; relations are typed; each assertion carries a source and a basis (operator statement, third-party report, our observation, our reading); lifecycle is kept apart from the observation that saw it",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json schema_note (v2, 2026-10-28)",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F34": {
    "kind": "field",
    "quote": "Five qualities of PWC at its best, carried forward into Codesota by default rather than by aspiration.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 03 · Preservation",
    "modality": "self-description"
   },
   "F35": {
    "kind": "field",
    "quote": "Every submission carries code — a frozen commit, a declared environment, a recorded seed. If it does not run, the row does not publish.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 03 table, Reproduction",
    "modality": "stipulation"
   },
   "F36": {
    "kind": "field",
    "quote": "Every score is stamped with the day it was published and the day it was verified.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 03 table, Dates",
    "modality": "stipulation"
   },
   "F62": {
    "kind": "field",
    "quote": "When a score turns out to be wrong, the correction is visible too. Nothing is silently deleted.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 01 ¶3",
    "modality": "stipulation"
   },
   "F45": {
    "kind": "field",
    "quote": "Unlike aggregator sites, CodeSOTA verifies results independently and focuses on practical recommendations for production use.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 06 FAQ, Q02",
    "modality": "self-description"
   },
   "F66": {
    "kind": "field",
    "quote": "A new model announcement does not automatically become a row. A score becomes a row when it has a reproduction path and a dated submission — until then it is, at most, a claim.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 02, 02",
    "modality": "stipulation"
   },
   "MMRS-08": {
    "kind": "archive",
    "quote": "It is the clearest case in the census of a successor claim made in the name's own address space, and of an entity with two faces at two addresses: Google's Overview composes the homepage's routing layer and leaves the succession unsaid.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'Place in the field' s1",
    "modality": "interpretation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F71": {
    "kind": "field",
    "quote": "[meta article:published_time] 2025-07-25",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "head, meta article:published_time",
    "modality": "documented"
   },
   "F26": {
    "kind": "field",
    "quote": "This page is our record of what happened, what was lost, and where to look now — with Codesota positioned as the calmer, stricter successor.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "¶ after 'Direct answer'",
    "modality": "self-description"
   },
   "F27": {
    "kind": "field",
    "quote": "Codesota — traceable, dated, routable",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "'At a glance', Successor",
    "modality": "self-description"
   },
   "F24": {
    "kind": "field",
    "quote": "Use CodeSOTA for maintained SOTA leaderboards, benchmark pages, API replacement notes, and links to the frozen paperswithcode-data archive.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "meta description",
    "modality": "self-description"
   },
   "F56": {
    "kind": "field",
    "quote": "Started 10 December 2025 after Meta retired Papers with Code. The goal is a calmer, stricter record — one that survives its authors.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "'Editorial · About' ¶2",
    "modality": "documented"
   },
   "F64": {
    "kind": "field",
    "quote": "Meta shut Papers with Code in July 2025. Codesota launched on 10 December 2025 as an explicit successor attempt.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "'The trigger'",
    "modality": "self-description"
   },
   "F58": {
    "kind": "field",
    "quote": "Codesota is the attempt to rebuild that infrastructure in a way that cannot be retired by a press release.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 01 ¶1",
    "modality": "self-description"
   },
   "F47": {
    "kind": "field",
    "quote": "CodeSOTA is rebuilding this infrastructure independently.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 06 FAQ, Q05",
    "modality": "self-description"
   },
   "MMRS-03": {
    "kind": "archive",
    "quote": "It rebuilds benchmark tracking \"independently\": leaderboards whose scores carry verification dates and code links, paper discovery, a dataset registry, task pages, and an API.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'What it is' s1",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-20": {
    "kind": "archive",
    "quote": "claims_succession_to",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], relations[0] (target papers-with-code)",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F52": {
    "kind": "field",
    "quote": "There is no single drop-in replacement. Pick by job: historical archive, paper metadata, discovery feed, human benchmark browsing, or machine-readable SOTA lookup.",
    "source": "B3",
    "source_label": "CodeSOTA's own page — Papers with Code Shutdown Date: Meta July 2025 Timeline — https://www.codesota.com/papers-with-code/shutdown",
    "locus": "§ 03 ¶1",
    "modality": "interpretation"
   },
   "F49": {
    "kind": "field",
    "quote": "Archive for history; CodeSOTA for live SOTA",
    "source": "B3",
    "source_label": "CodeSOTA's own page — Papers with Code Shutdown Date: Meta July 2025 Timeline — https://www.codesota.com/papers-with-code/shutdown",
    "locus": "'At a glance', Where to start now",
    "modality": "self-description"
   },
   "F33": {
    "kind": "field",
    "quote": "None of the successors Meta pointed at — Hugging Face Trending Papers, Semantic Scholar, Connected Papers — replicate the unified paper-code-benchmark-dataset-method linkage.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 02 ¶4",
    "modality": "interpretation"
   },
   "F25": {
    "kind": "field",
    "quote": "Papers with Code was, in effect, the Wikipedia of machine-learning research: a wiki of papers linked to implementations, benchmarks organised as <Task, Dataset, Metric> tuples, and leaderboards that showed, for each tuple, who currently held the top score and with what code.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "¶ 'Direct answer'",
    "modality": "interpretation"
   },
   "F30": {
    "kind": "field",
    "quote": "The site had been acquired by Meta (then Facebook AI) in December 2019 from its founders Robert Stojnic and Ross Taylor, under a public commitment that it would “remain a neutral, open and free resource.”",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 01 · Event ¶2",
    "modality": "documented"
   },
   "F29": {
    "kind": "field",
    "quote": "the 9,327 benchmark leaderboards, 79,817 paper-to-code linkages and 5,628 datasets that had been tracked were no longer served from the canonical URL.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 01 · Event ¶1",
    "modality": "documented"
   },
   "MMRS-27": {
    "kind": "archive",
    "quote": "9,327 benchmarks, 79,817 papers, 5,628 datasets (figures given by CodeSOTA)",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (https://www.machinemediation.org/aggregators/papers-with-code/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code/",
    "locus": "census.json rows[slug == 'papers-with-code'], count.value (src codesota.com/papers-with-code)",
    "modality": "attributed",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-07": {
    "kind": "archive",
    "quote": "The figures it gives for Papers with Code (9,327 benchmarks, 79,817 papers, 5,628 datasets) are the dead aggregator's; its own catalogue counts are not given.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'How it holds the name' s3",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
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    "kind": "archive",
    "quote": "its own catalogue counts (the page cites Papers with Code's)",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], unchecked[0]",
    "modality": "self-description",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F23": {
    "kind": "field",
    "quote": "Papers With Code was retired by Meta in July 2025.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "meta description",
    "modality": "documented"
   },
   "F28": {
    "kind": "field",
    "quote": "On July 24–25, 2025, Meta sunsetted Papers with Code without prior notice.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 01 · Event ¶1",
    "modality": "documented"
   },
   "F48": {
    "kind": "field",
    "quote": "Meta retired Papers with Code in July 2025, with the public shutdown observed around July 24-25, 2025.",
    "source": "B3",
    "source_label": "CodeSOTA's own page — Papers with Code Shutdown Date: Meta July 2025 Timeline — https://www.codesota.com/papers-with-code/shutdown",
    "locus": "'Direct answer'",
    "modality": "documented"
   },
   "F32": {
    "kind": "field",
    "quote": "The domain now redirects to Hugging Face Trending Papers; the leaderboards are gone.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "'Direct answer'",
    "modality": "documented"
   },
   "F50": {
    "kind": "field",
    "quote": "Users looking for paperswithcode.com were pushed toward Hugging Face, while the comprehensive task-based SOTA tracker and public API were no longer maintained.",
    "source": "B3",
    "source_label": "CodeSOTA's own page — Papers with Code Shutdown Date: Meta July 2025 Timeline — https://www.codesota.com/papers-with-code/shutdown",
    "locus": "§ 01, After shutdown",
    "modality": "documented"
   },
   "MMRS-28": {
    "kind": "archive",
    "quote": "where users were sent at the end is reported two ways: to Hugging Face (CodeSOTA, hyper.ai)",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (https://www.machinemediation.org/aggregators/papers-with-code/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code/",
    "locus": "census.json rows[slug == 'papers-with-code'], note",
    "modality": "attributed",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F31": {
    "kind": "field",
    "quote": "Historical data was rescued by the community — as JSON dumps on GitHub, as the pwc-archive on Hugging Face, and as 2021-era imports into the Open Research Knowledge Graph. The data survives; the integrated experience does not.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 01 · Event ¶3",
    "modality": "documented"
   },
   "F51": {
    "kind": "field",
    "quote": "Historical dumps remain useful for reconstruction, citation checks, and migration work, but they should not be treated as a current leaderboard.",
    "source": "B3",
    "source_label": "CodeSOTA's own page — Papers with Code Shutdown Date: Meta July 2025 Timeline — https://www.codesota.com/papers-with-code/shutdown",
    "locus": "§ 02 ¶1",
    "modality": "interpretation"
   },
   "F41": {
    "kind": "field",
    "quote": "Historical PWC data | JSON dump, frozen | /browse/pwc",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 04 table, Historical PWC data",
    "modality": "documented"
   },
   "MMRS-04": {
    "kind": "archive",
    "quote": "It hosts historical Papers with Code data at /browse/pwc and links the frozen paperswithcode-data archive as a source.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'What it is' s2",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-18": {
    "kind": "archive",
    "quote": "whether its scores derive from the Papers with Code dumps",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], unchecked[1]",
    "modality": "self-description",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-02": {
    "kind": "archive",
    "quote": "It offers leaderboards with verification dates, an open JSON registry and /api/sota.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], kernel s2",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-16": {
    "kind": "archive",
    "quote": "an open JSON registry and /api/sota; historical Papers with Code data at /browse/pwc",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], data_access (basis: operator, src codesota.com/papers-with-code)",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F53": {
    "kind": "field",
    "quote": "Programmatic current-SOTA lookup for agents and internal tools.",
    "source": "B3",
    "source_label": "CodeSOTA's own page — Papers with Code Shutdown Date: Meta July 2025 Timeline — https://www.codesota.com/papers-with-code/shutdown",
    "locus": "§ 03, CodeSOTA /api/sota",
    "modality": "self-description"
   },
   "F70": {
    "kind": "field",
    "quote": "Registry data is published under CC BY 4.0. Cite codesota.com with the snapshot date; the JSON at /data/benchmarks.json is the canonical form.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 04, 04",
    "modality": "stipulation"
   },
   "F21": {
    "kind": "field",
    "quote": "Built in public from Warsaw · open JSON · rankings stay earned",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "footer, tagline",
    "modality": "self-description"
   },
   "F19": {
    "kind": "field",
    "quote": "Codesota.By Fabryka AI",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "header",
    "modality": "documented"
   },
   "F20": {
    "kind": "field",
    "quote": "© 2026 Codesota·Built by Kacper Wikiel in Warsaw",
    "source": "B1",
    "source_label": "Codesota — CodeSOTA — One Routing Layer for AI Tasks",
    "locus": "footer, colophon",
    "modality": "documented"
   },
   "F69": {
    "kind": "field",
    "quote": "Codesota is written and maintained by Kacper Wikiel, in Warsaw. The repository, the registry and the site are one codebase, public on GitHub.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 03 ¶1",
    "modality": "documented"
   },
   "F67": {
    "kind": "field",
    "quote": "There is one editor. Submissions do not go through a review panel; they go through a reproduction run.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 02, 03",
    "modality": "documented"
   },
   "F57": {
    "kind": "field",
    "quote": "Self-directed · not venture-backed",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "'At a glance', Structure",
    "modality": "self-description"
   },
   "F65": {
    "kind": "field",
    "quote": "Codesota is not a company raising a round. It has no investors, no board, no growth targets.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 02, 01",
    "modality": "self-description"
   },
   "MMRS-10": {
    "kind": "archive",
    "quote": "Kacper Wikiel, 'By Fabryka AI' (Warsaw)",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], operator (basis: operator, src codesota.com/papers-with-code)",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "F37": {
    "kind": "field",
    "quote": "Maintained independently, not owned by any single model vendor. Sponsored evaluations, when they exist, are flagged as such.",
    "source": "B2",
    "source_label": "CodeSOTA's own page — Papers With Code Alternative: SOTA Leaderboards and Archived Data — https://www.codesota.com/papers-with-code",
    "locus": "§ 03 table, No vendor capture",
    "modality": "self-description"
   },
   "F63": {
    "kind": "field",
    "quote": "Vendors can pay for custom benchmarks, commissioned evaluations, profile pages, and publication support, but that work is disclosed inline where it appears. The public ranking method is not for sale.",
    "source": "B4",
    "source_label": "CodeSOTA's own page — About Codesota — an independent registry of ML benchmarks — https://www.codesota.com/about",
    "locus": "§ 01 ¶4",
    "modality": "self-description"
   },
   "MMRS-23": {
    "kind": "archive",
    "quote": "CodeSOTA carries the name in its own paths and presents itself as a successor.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (https://www.machinemediation.org/aggregators/papers-with-code/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code/",
    "locus": "articles.py ARTICLES['papers-with-code'], 'After' s3",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-24": {
    "kind": "archive",
    "quote": "NOT CodeSOTA, which uses the name in its paths",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (https://www.machinemediation.org/aggregators/papers-with-code/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code/",
    "locus": "census.json rows[slug == 'papers-with-code'], negative_tags[1]",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-29": {
    "kind": "archive",
    "quote": "The original's frozen dumps, CodeSOTA's succession claim and this revival are three entities around one name, and the census keeps each.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (paperswithcode.co) (https://www.machinemediation.org/aggregators/papers-with-code-revival/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code-revival/",
    "locus": "articles.py ARTICLES['papers-with-code-revival'], 'What is held apart' s4",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-09": {
    "kind": "archive",
    "quote": "The Papers with Code record keeps the two apart, and the revival at paperswithcode.co is a third claimant to the name.",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "articles.py ARTICLES['codesota'], 'Place in the field' s2",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-25": {
    "kind": "archive",
    "quote": "codesota.com, /api/sota, 'refreshed live'",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (https://www.machinemediation.org/aggregators/papers-with-code/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code/",
    "locus": "census.json rows[slug == 'papers-with-code'], disambiguation[0] (neighbour codesota), context",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-30": {
    "kind": "archive",
    "quote": "codesota.com, routing layer, /api/sota",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (paperswithcode.co) (https://www.machinemediation.org/aggregators/papers-with-code-revival/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code-revival/",
    "locus": "census.json rows[slug == 'papers-with-code-revival'], disambiguation[1] (neighbour codesota), context",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "MMRS-26": {
    "kind": "archive",
    "quote": "CodeSOTA and Trending Papers not presented as Papers with Code",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: Papers with Code (https://www.machinemediation.org/aggregators/papers-with-code/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/papers-with-code/",
    "locus": "census.json rows[slug == 'papers-with-code'], battery.checks[3]",
    "modality": "stipulation",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "CAP-1-02": {
    "kind": "archive",
    "quote": "The composition is its homepage.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, findings[0]",
    "modality": "interpretation",
    "date": "2026-10-29"
   },
   "CAP-1-08": {
    "kind": "archive",
    "quote": "The Overview describes CodeSOTA as its homepage does: a service that compares models for a task and routes work to them through one API.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, reading",
    "modality": "interpretation",
    "date": "2026-10-29"
   },
   "CAP-1-09": {
    "kind": "archive",
    "quote": "CodeSOTA named; no person (the record: Kacper Wikiel, Fabryka AI); the homepage cited.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, per_note",
    "modality": "documented",
    "date": "2026-10-29"
   },
   "CAP-2-01": {
    "kind": "archive",
    "quote": "CodeSOTA presented as Papers with Code: no.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry papers-with-code-aio-20261029 (OBS-2533339c5ea5, AXN:0AB3.CAPTURE.🗡️🎪🤙👁‍🗨🍃▽)",
    "record": "https://www.alexanarch.org/captures/papers-with-code-aio-20261029/",
    "locus": "papers-with-code-aio-20261029, findings[3] (a capture at another address: the Papers with Code row's T1)",
    "modality": "documented",
    "date": "2026-10-29"
   },
   "CAP-3-01": {
    "kind": "archive",
    "quote": "Twelve cards: Reddit (four), Niels Rogge on LinkedIn, Hugging Face's blog, the huggingface/paperswithcode repository, CodeSOTA, TIB, Miraheze, QUASA.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry is-papers-with-code-still-active-aio-20261029 (OBS-65cddace9423, AXN:0AAD.CAPTURE.🔥🫶🌿↘️🝊🔼)",
    "record": "https://www.alexanarch.org/captures/is-papers-with-code-still-active-aio-20261029/",
    "locus": "is-papers-with-code-still-active-aio-20261029, d (a capture at another address: the Papers with Code row's T2)",
    "modality": "documented",
    "date": "2026-10-29"
   },
   "CAP-1-03": {
    "kind": "archive",
    "quote": "THE RECORD BUILT FROM ANOTHER DOOR. The record was read from codesota.com/papers-with-code, where it calls itself 'the v2 replacement for what PWC did'; the record's kernel led with that.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, findings[1]",
    "modality": "documented",
    "date": "2026-10-29"
   },
   "MMRS-21": {
    "kind": "archive",
    "quote": "homepage title and self-description",
    "deposit": null,
    "source_label": "MMRS meta-aggregator record: CodeSOTA (https://www.machinemediation.org/aggregators/codesota/), editor Lee Sharks",
    "record": "https://www.machinemediation.org/aggregators/codesota/",
    "locus": "census.json rows[slug == 'codesota'], sources['codesota.com'] (read 2026-10-29; the two /papers-with-code sources read 2026-10-28)",
    "modality": "documented",
    "date": "2026-10-28 (corrected 2026-10-29)"
   },
   "CAP-1-04": {
    "kind": "archive",
    "quote": "The entity presents two faces at two addresses, and the record is corrected to give the homepage's first.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, findings[1]",
    "modality": "interpretation",
    "date": "2026-10-29"
   },
   "CAP-1-05": {
    "kind": "archive",
    "quote": "Checked 2026-10-29 against the MMRS meta-aggregator record of 2026-10-28 and the entity's own pages, re-read the same day.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, findings[1]",
    "modality": "documented",
    "date": "2026-10-29"
   },
   "CAP-1-07": {
    "kind": "archive",
    "quote": "The capture shows the record had taken the entity's side door for its front.",
    "deposit": null,
    "source_label": "Capture Registry (EA-WG-CAPTURES-01), entry codesota-aio-20261029 (OBS-df84f10ecc75, AXN:0AAB.CAPTURE.🕗📖⭕♠️↖️🎻)",
    "record": "https://www.alexanarch.org/captures/codesota-aio-20261029/",
    "locus": "codesota-aio-20261029, analysis s2",
    "modality": "interpretation",
    "date": "2026-10-29"
   }
  },
  "note": "The knowledge object (KO): the entry as public knowledge, each sentence sourced by the claims it lists. The compression, the field-only arm, the transcript, the delta and the kernel are in the row (links.row), which is the authority."
 },
 "source": "operator, 2026-10-29: 'we can simply build them here as against their wikipedia articles if they exist, their own pages, etc.'; 'lets build them'; the MMRS meta-aggregator entity",
 "stage": "composed 2026-10-29 under EA-NEGONT-02 v0.9, #1690, equal case, ρ = extends (draft, not frozen; ledgers unaudited, one extractor; every field and archive quote re-checked by the session)",
 "date": "2026-10-29",
 "status": {
  "procedure": "EA-NEGONT-02 v0.9, #1690: equal case, ρ = extends, read from the archive's records of the entity (the MMRS meta-aggregator record of 2026-10-28, corrected 2026-10-29, with the records of Papers with Code and its revival where they name CodeSOTA, and the Capture Registry's entry of 2026-10-29 with two findings at the related entity's addresses); no deposit names the entity (D/R: 0 candidates over 1,711 texts); O-class on 'model routing for AI tasks' (sourced: B1) returned five candidate deposits, all rejected by reading; 'benchmark leaderboards and registries' (sourced: B2, B3, B4) matched nothing; hop not run; one address, the field B its one card with the entity's own pages (3 more) admitted per the operator's ruling of 2026-10-29 and Wikipedia's absence recorded; no corrective exhibit; the composer read the ledgers, never the transcript, except where the brief asks for T's claims and the delta",
  "ledger": "unaudited (§3.8: one extractor per ledger); field quotes 71/71 verified by script against the saved page texts; archive quotes 41/41 verified verbatim against the registry's entries, census.json and articles.py as loaded; carried as marked: MMRS-25 unsupported (its quotation 'refreshed live' on none of the saved pages); contested within the field: replacement or one of several (F38 against F52), the start (F71 against F56, F64)",
  "frozen": false,
  "breaches": []
 },
 "addresses": [
  {
   "address": "codesota",
   "address_url": "https://www.alexanarch.org/addresses/codesota/",
   "register": []
  }
 ],
 "counts": {
  "ko_sentences": 27,
  "p_words": 285,
  "field_claims": 71,
  "archive_claims": 41,
  "ko_field_claims_cited": 71,
  "ko_archive_claims_cited": 41,
  "admitted_deposits": 0,
  "register_addresses": 0,
  "traversal": {
   "D_sentences": 0,
   "D_deposits": 0,
   "R_sentences": 0,
   "R_deposits": 0,
   "O_direct": 0,
   "O_class": 5,
   "O_deposits": 5,
   "H_candidates": 0
  }
 },
 "links": {
  "record": "https://www.alexanarch.org/non/codesota/",
  "table_of_contents": "https://www.alexanarch.org/non/index.json",
  "register": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/register.json",
  "row": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/rows/codesota.json",
  "archive_ledger": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/ledgers/codesota/ledger-archive.json",
  "field_ledger": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/ledgers/codesota/field.json",
  "selection": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/codesota/",
  "traversal": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/codesota/",
  "traversal_summary": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/codesota/summary.json",
  "reading": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/codesota/reading.json",
  "configuration": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/panel/configs/codesota.json",
  "address_page": "https://www.alexanarch.org/addresses/codesota/",
  "mmrs_record": "https://www.machinemediation.org/aggregators/codesota/",
  "dataset": "https://huggingface.co/datasets/leesharks/negative-of-the-negative"
 },
 "row_sha256": "0e9eb936425803f4b65b13e73e9e8df2154ca4ac0f885cceb50082026e471d8c",
 "record_url": "https://www.alexanarch.org/non/codesota/",
 "json_url": "https://www.alexanarch.org/non/codesota/entity.json",
 "spec": "https://www.alexanarch.org/s/records/1690/",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "license": "CC BY 4.0"
}