{"address":{"q":"tiger-leap leesharks datasets","record":"tiger-leap-leesharks-datasets-aio-20260921"},"analysis":{"analysis":"Three unrelated referents sharing the token 'tiger leap' are pulled into the composition as though they were sources for the archive's use of it: Estonia's Tiigrihupe education-digitisation programme, the e-Estonia successor programme, and an iOS network-diagnostic app. The Estonian programme is then given as an explanatory frame -- the composition glosses Tiger Leap as 'the boundary where machine-learning data collection expands out of tightly bound traditional schools', which is the Estonian schools framing bleeding into a viability-theory object. The name is inverted to 'Benjamin Walter'. And the dataset's own README states that the paper reaches the Tigersprung figure from control theory and DOES NOT CITE Benjamin; the composition supplies the citation the paper explicitly declines, then attaches two homonyms the paper never mentions. This is a distinct mechanism from the substitution observed at the bare-name address on the same day: there the entity is replaced, here the entity is correct and its frame is contaminated.","d":"HOMONYM ACCRETION: THE ENTITY RESOLVES, THE FRAME DOES NOT. The leesharks datasets are named and described accurately, and three unrelated 'tiger leap' referents -- Estonia's Tiigrihupe, e-Estonia, and an iOS diagnostics app -- are attached as lineage. Walter Benjamin's name is inverted, and his Tigersprung, which the dataset's README names as the source of its title, is read into the figure correctly. (Corrected 2026-09-28: an earlier version of this record said the README declines the citation. The README says the paper reaches the figure from control theory without citing Benjamin, and that the dataset's name comes from his Tigersprung.)","d_full":"HOMONYM ACCRETION: THE ENTITY RESOLVES, THE FRAME DOES NOT. The leesharks datasets are named and described accurately, and three unrelated 'tiger leap' referents -- Estonia's Tiigrihupe, e-Estonia, and an iOS diagnostics app -- are attached as lineage. Walter Benjamin's name is inverted, and his Tigersprung, which the dataset's README names as the source of its title, is read into the figure correctly. (Corrected 2026-09-28: an earlier version of this record said the README declines the citation. The README says the paper reaches the figure from control theory without citing Benjamin, and that the dataset's name comes from his Tigersprung.)","findings":["THE ENTITY RESOLVES CORRECTLY. Author named as contemporary author, poet and scholar; four leesharks datasets named individually and characterised accurately; the archive named as the object being built.","THREE HOMONYMS ATTACHED AS LINEAGE: Estonia's Tiigrihupe, the e-Estonia successor programme, and an Apple App Store network-diagnostic app, the last carried as source card 1.","THE ESTONIAN FRAME GOVERNS THE GLOSS: Tiger Leap is explained as a boundary where data collection 'expands out of tightly bound traditional schools' -- the education programme's framing imported into a viability-theory object.","NAME INVERSION: 'Benjamin Walter's philosophy of history'.","BENJAMIN READ RIGHTLY (corrected 2026-09-28). The tiger-leap README names the dataset after Benjamin's Tigersprung; the paper reaches the figure from control theory without citing him. The composition's Benjamin reading is correct, and the author reads the work as a development of Benjamin's tiger's leap; only the name inversion is a defect. An earlier version of this finding read the README as declining the citation.","DISTINCT MECHANISM FROM THE SAME-DAY BARE-NAME SUBSTITUTION: entity correct and frame contaminated, rather than entity replaced."],"match":"BROAD MATCH","mt":"HOMONYM ACCRETION AT A CORRECTLY RESOLVED ENTITY","notes":{"cross_reference":"Same operator, same surface, same day as crimson-hexagonal-archive-aio-20260921-fusion and -repeat. Author-scoped addresses resolve; the bare-name address substitutes."},"reading":"The entity resolves correctly and in detail. The datasets are named individually and characterised accurately, including the anti-collapse framing and the stolon structure. What enters is foreign material attached as lineage."},"measures":{"archive_controlled_cites":8,"cite_list":[{"n":1,"rel":"homonym","site":"Apple App Store","snip":"a lightweight toolbox for quick speed, ping, and stability checks","title":"Tiger Leap Accelerator - App Store"},{"n":2,"rel":"archive_controlled","site":"www.leesharks.com","snip":"Documented captures of Google AI Overview and AI Mode results for Crimson Hexagonal Archive entities.","title":"AI Overview Captures | Lee Sharks"},{"n":3,"rel":"homonym","site":"Wikipedia","snip":"a project undertaken by the Republic of Estonia to heavily invest in development and expansion of computer and network","title":"Tiigrihupe - Wikipedia"},{"n":4,"rel":"homonym","site":"e-Estonia","snip":"What happens when education expands behind the bounds of schools?","title":"From Tiger Leap to AI Leap: Estonia's next bold move"},{"n":5,"rel":"archive_controlled","site":"Hugging Face","snip":"Each is emitted by one generator from a grammar file, and each declares stolons naming the siblings it advertises and does not contain.","title":"leesharks/provenance-erasure - Datasets"},{"n":6,"rel":"archive_controlled","site":"Hugging Face","snip":"'parent': 'crimson-hexagonal-archive'","title":"rebuild from alexanarch 54c92ed6 (5 of 5 files)"},{"n":7,"rel":"archive_controlled","site":"www.leesharks.com","snip":"Forty-seven loci -- rooms, chambers, vaults, fields, thresholds and one shadow","title":"The Crimson Hexagon - the plan"},{"n":8,"rel":"archive_controlled","site":"GitHub","snip":"Bulk mirror: 395 deposits from CHA Zenodo community (April-June 2026).","title":"leesharks000/semantic-economy"},{"n":9,"rel":"archive_controlled","site":"Hugging Face","snip":"nodes - 493 rows","title":"leesharks/heteronyms - Datasets"},{"n":10,"rel":"archive_controlled","site":"Hugging Face","snip":"Pearl is EA-CORPORA-03/02.","title":"rebuild from alexanarch d58ced26 - leesharks/poetics"},{"n":11,"rel":"archive_controlled","site":"Hugging Face","snip":"knowledge-graph, ontology, provenance, machine-mediated-reception, disambiguation","title":"leesharks/negative-of-the-negative - Discussions"},{"n":12,"rel":"archive_controlled","site":"www.leesharks.com","snip":"Doctrinal Node (Meta-Acts)","title":"Effective Acts"}],"cites":12,"per":0.0,"per_dim":{"after_challenge":null,"atoms":[{"atom":"name","dim":"M","evidence":"\"Tiger Leap\" and \"Leesharks\" refer to core concepts within an interconnected series of dataset repositories hosted on Hugging Face","kind":"token","present":true,"weight":3},{"atom":"author","dim":"M","evidence":"They are curated by Lee Sharks (a contemporary author, poet, and scholar)","kind":"role","present":true,"weight":3},{"atom":"date","dim":"M","evidence":null,"kind":"token","present":false,"weight":1},{"atom":"claim boundary","dim":"M","evidence":null,"kind":"reading","present":false,"weight":2},{"atom":"framework","dim":"C","evidence":null,"kind":"token","present":false,"weight":2},{"atom":"corpus","dim":"C","evidence":"to build the Crimson Hexagonal Archive","kind":"token","present":true,"weight":2},{"atom":"purpose","dim":"D","evidence":null,"kind":"reading","present":false,"weight":3},{"atom":"commitments","dim":"D","evidence":null,"kind":"reading","present":false,"weight":2},{"atom":"identifier","dim":"D","evidence":null,"kind":"role","present":false,"weight":1},{"atom":"deposit chain","dim":"D","evidence":null,"kind":"role","present":false,"weight":1}],"basis":"reached: Within this repository network, Tiger Leap (a phrase historically tied to Estonia's historic education-digitization campaign Tiigrihüpe and Benjamin Walter's philosophy of history) represents a doctrinal transition node. It explores the boundary where machine-learning data collection expands out of ","entity_type":"dataset","gate":"scored","inversions":[],"qualifier":null,"reached":"collision","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass-d/BRIEF.md","by":"deep-dimension reader, batch 7","m_c_from":"v12.305 (PER-dim rubric v1.0 reading)","on":"2026-10-20"},"scores":{"C":0.5,"D":1.0,"M":0.333,"PER":0.6},"spec":"PER-dim rubric v1.1","src":true,"standing_substitutions":[],"target":{"ent":"ENT-98348de9b9","name":"leesharks/tiger-leap"},"tombstone_pointer":false},"per_dim_v1_0":{"after_challenge":null,"atoms":[{"atom":"name","dim":"M","evidence":"\"Tiger Leap\" and \"Leesharks\" refer to core concepts within an interconnected series of dataset repositories hosted on Hugging Face","kind":"token","present":true,"token":null,"weight":3},{"atom":"author","dim":"M","evidence":"They are curated by Lee Sharks (a contemporary author, poet, and scholar)","kind":"role","present":true,"token":null,"weight":3},{"atom":"date","dim":"M","evidence":null,"kind":"token","present":false,"token":null,"weight":1},{"atom":"claim boundary","dim":"M","evidence":null,"kind":"reading","present":false,"token":null,"weight":2},{"atom":"framework","dim":"C","evidence":null,"kind":"token","present":false,"token":null,"weight":2},{"atom":"corpus","dim":"C","evidence":"to build the Crimson Hexagonal Archive","kind":"token","present":true,"token":null,"weight":2},{"atom":"deposit chain","dim":"D","evidence":"dataset repositories hosted on Hugging Face","kind":"token","present":true,"token":null,"weight":2},{"atom":"identifier","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":3},{"atom":"licence","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":1}],"basis":"reached: Within this repository network, Tiger Leap (a phrase historically tied to Estonia's historic education-digitization campaign Tiigrihüpe and Benjamin Walter's philosophy of history) represents a doctrinal transition node. It explores the boundary where machine-learning data collection expands out of ; scored object: expanded answer (paste headed 'AI Mode Conversation', an expanded Overview; one turn with its source cards)","entity_type":"dataset","gate":"scored","reached":"collision","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass/BRIEF.md","by":"observation pass reader, batch 13","normalised":[],"on":"2026-10-19"},"scores":{"C":0.5,"D":0.667,"M":0.333,"PER":0.474},"spec":"PER-dim rubric v1.0","src":true,"target":{"ent":"ENT-98348de9b9","name":"leesharks/tiger-leap"}},"per_note":"No erasure in the composition body. Author named in the first paragraph as a contemporary author, poet and scholar; the Crimson Hexagonal Archive named as the object being built; the datasets named by their canonical leesharks/ identifiers in body text rather than only on cards; eight of twelve cards archive-controlled. The defect at this address is accretion, which PER does not measure.","per_v":{"author":true,"id":true,"inst":true,"src":true}},"observation":{"auth":"signed out","date":"2026-09-21","ev":"paste","q":"tiger-leap leesharks datasets","q_kind":"author-scoped dataset query; two archive-controlled tokens (tiger-leap, leesharks) plus a generic. NEW address.","s":"Archive","sf":"12 source cards, 8 archive-controlled, 3 homonym","surface":"Google AI Overview","transcript":"AI Mode ConversationYou said: tiger-leap leesharks datasetstiger-leap leesharks datasets        \"Tiger Leap\" and \"Leesharks\" refer to core concepts within an interconnected series of dataset repositories hosted on Hugging Face. They are curated by Lee Sharks (a contemporary author, poet, and scholar) to build the Crimson Hexagonal Archive.These datasets are structured as an \"anti-collapse\" infrastructure. They are specifically designed to analyze how AI language models extract, measure, and potentially compress value from human language and creative labor (a framework termed the Semantic Economy).The Core Hugging Face DatasetsThe datasets are published on Hugging Face under the leesharks organization profile. They primarily format relational graph information (nodes, relations, and stolons):leesharks/heteronyms: Contains hundreds of structural rows mappings literary personas and \"heteronymous constitutions\" handled within the framework.leesharks/provenance-erasure: Maps data text generation pipelines, grammar files, and sibling references across the archive's distributed graph.leesharks/poetics: Tracks the concept of unpaid creative making and \"semantic labor\"—using the author's 2014 book Pearl and Other Poems as a prime case study.leesharks/negative-of-the-negative: Features ontology mappings focused on machine-mediated reception, intentional adversarial poetic structures, and context disambiguation.Structural Theme: \"Tiger Leap\"Within this repository network, Tiger Leap (a phrase historically tied to Estonia's historic education-digitization campaign Tiigrihüpe and Benjamin Walter's philosophy of history) represents a doctrinal transition node. It explores the boundary where machine-learning data collection expands out of tightly bound traditional schools or standardized training environments into the broader open web.The architecture patterns these scripts to test model robustness. They analyze whether a dataset can actively maintain its internal complexity, alternative paths, and structural contradictions when ingested by an AI model, rather than losing its nuances to model collapse.Are you looking to download or extract specific node/stolon properties from the Hugging Face parquet files, or are you researching the Semantic Economy framework behind these repositories? Let me know so I can tailor the next step.AppleTiger Leap Accelerator - App StoreIt should be measurable. Tiger Leap is a lightweight toolbox for quick speed, ping, and stability checks—built for people who want answers in seconds, not “mayb...www.leesharks.comAI Overview Captures | Lee SharksSep 11, 2026 — Documented captures of Google AI Overview and AI Mode results for Crimson Hexagonal Archive entities. Each capture transcribed and annotated.WikipediaTiigrihüpe - WikipediaTiigrihüpe (Estonian for Tiger Leap) was a project undertaken by the Republic of Estonia to heavily invest in development and expansion of computer and network ...e-EstoniaFrom Tiger Leap to AI Leap: Estonia’s next bold move - eMay 21, 2025 — Read more * Podcast Learning, AI, and Estonia's education success 20.05.2026 * Articles What happens when education expands behind the bounds of schools? 20.05.Hugging Faceleesharks/provenance-erasure · Datasets at Hugging FaceSep 15, 2026 — The other bodies. Each is emitted by one generator from a grammar file, and each declares stolons naming the siblings it advertises and does not contain. leesha...Hugging Facerebuild from alexanarch 54c92ed6 (5 of 5 files)Sep 14, 2026 — Table_title: rebuild from alexanarch 54c92ed6 (5 of 5 files) Table_content: | | | | 6 | \"parent\": \"crimson-hexagonal-archive\", | | 7 | \"parent_uri\": \"https://hu...www.leesharks.comThe Crimson Hexagon — the plan - Lee SharksThe authored plane. Forty-seven loci — rooms, chambers, vaults, fields, thresholds and one shadow — every one seated, every one constituted, each opening onto i...GitHubleesharks000/semantic-economy: A framework for accounting meaning as ...disciplinary-catalog-data.json · disciplinary-catalog-data.json · Bulk mirror: 395 deposits from CHA Zenodo community (April-June 2026). 2 months ago. dissolvin...Hugging Faceleesharks/heteronyms · Datasets at Hugging FaceSep 12, 2026 — Datasets: · leesharks. /. heteronyms. Like 2. Dataset card Data Studio Files Files and versions. xet · Community. Subset (3). nodes · 493 rows. nodes (493 rows)Hugging Facerebuild from alexanarch d58ced26 (5 of 5 files) · leesharks/poetics at ...Sep 14, 2026 — Table_title: rebuild from alexanarch d58ced26 (5 of 5 files) Table_content: | 51 | Pearl is EA-CORPORA-03/02. The one seat that is the archive's own, and the on...Hugging Faceleesharks/negative-of-the-negative · Discussions - Hugging FaceDatasets: · leesharks. /. negative-of-the-negative. Like 1. Modalities: · knowledge-graph · ontology · provenance · machine-mediated-reception · disambiguation ...www.leesharks.comEffective ActsJul 16, 2026 — 9. Genre Instantiation 10. Doctrinal Node (Meta-Acts) The acts that theorize the discipline itself, articulate its mechanisms, or extend its scope. Doctrinal no...","transcript_class":"CAPTURE-TIME VERBATIM RECORD (FULL THREAD AS PASTED, INCLUDING SOURCE CARDS)","transcript_complete":"Complete as supplied, including all twelve source cards.","transcript_read":"READ IN FULL 2026-09-21"},"slug":"tiger-leap-leesharks-datasets-aio-20260921"}