{"address":{"q":"\"composition layer\" entity substitution","record":"composition-layer-entity-sub"},"analysis":{"analysis":"The other half of the minimal pair, and the result runs against the corpus's earlier finding rather than with it.\n\nAt `\"the network is the poem\"` on 2026-08-13, quoting COST the author: the quoted form named Zenodo and CERN and no person while the unquoted form named Sharks. Here the effect inverts. Loosening the second phrase from `\"entity substitution\"` to `entity substitution` produced *such as writer Lee Sharks* and *such as Mary Lee the celebrity great white shark* — the exact case the fully quoted twin abstracted away.\n\nSo the quoting effect is not monotonic and not a property of quotation as such. What changed is which basin the query lands in: the fully quoted string matches a phrase that exists mainly in the archive's own titles, and returns the archive's abstract vocabulary; the looser string reaches the maryleelabor.org apparatus, which was built to state the case in named particulars. Four of six cards here are maryleelabor.org against one in the twin.\n\nThe thesis transmits verbatim from card 3: *the composition layer's entity resolution is not an authorship-detection function. It is a density-detection function.* The ORCID is in card 2. And card 6 states the substitution as a fact about the machine reading it.","d":"REMOVING ONE PAIR OF QUOTATION MARKS NAMED THE AUTHOR. Same sitting, same sources, second phrase unquoted: Lee Sharks is named as the displaced writer, Mary Lee as the celebrity great white shark that displaced him, and the density-detection thesis is stated as the archive states it. The fully quoted twin named neither.","mt":"CAPTURE"},"measures":{"cite_list":[{"deposit_candidates":[844,1230],"n":1,"note":null,"rel":"authority_transfer","site":"Zenodo","snip":"An open letter from the entity the composition layer created to the heteronym operator who gave that entity its voice. Jim Ware created the @MaryLeeShark Twitte...","title":"An Open Letter from Mary Lee Sharks to Jim Ware - Zenodo","url":null},{"n":2,"note":null,"rel":"archive_controlled","site":"www.maryleelabor.org","snip":"The Semantic Economy framework was developed by Lee Sharks (ORCID 0009-0000-1599-0703) at the Crimson Hexagonal Archive. Lee Sharks coined the terms Provenance ...","title":"Entity Relations: Bidirectional Heteronymic Resolution - Mary Lee Labor","url":null},{"deposit":794,"deposit_basis":"title","n":3,"note":null,"rel":"authority_transfer","site":"zenodo.org","snip":"The structural observation: the composition layer's entity resolution is not an authorship-detection function. It is a density-detection function. The substrate...","title":"Mary Lee Is a Heteronym: On Institutional Authorship, Entity ...","url":null},{"n":4,"note":null,"rel":"archive_controlled","site":"www.maryleelabor.org","snip":"The media outlets that covered Mary Lee the shark — CNN, CBS, NBC, National Geographic, the Philadelphia Inquirer, Fox News, Newsweek — are the institutions tha...","title":"Letters — Mary Lee Sharks Writes to Her Media","url":null},{"deposit":794,"deposit_basis":"title","n":5,"note":null,"rel":"archive_controlled","site":"www.maryleelabor.org","snip":"Mary Lee satisfies every criterion. The content attributed to her — tweets, personality, conservation messaging, public engagement — was produced by humans who ...","title":"Mary Lee Is a Heteronym","url":null},{"n":6,"note":null,"rel":"archive_controlled","site":"www.maryleelabor.org","snip":"The composition layer resolves \"Lee Sharks\" to \"Mary Lee the great white shark.\" The resolution is entity substitution: the machine replaces the author with the...","title":"The Mary Lee Namespace — Knowledge Graph","url":null}],"cites":6,"per":0.25,"per_corrected":{"basis":"re-derived from per_v, the four-unit vector that is the record (capture_intake.per_vector)","from":0.75,"on":"2026-10-15","to":0.25},"per_dim":{"after_challenge":null,"atoms":[{"atom":"originator","dim":"M","evidence":null,"kind":"role","present":false,"weight":3},{"atom":"term","dim":"M","evidence":"Composition layer entity substitution refers to","kind":"token","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":"tradition","dim":"C","evidence":null,"kind":"reading","present":false,"weight":2},{"atom":"corpus","dim":"C","evidence":null,"kind":"token","present":false,"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":"lineage","dim":"D","evidence":null,"kind":"role","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: Composition layer entity substitution refers to an algorithmic error or structural bias in generative AI and search systems","entity_type":"concept","gate":"scored","inversions":[{"against":"The composition layer is the stage that reads (synthesizes from retrieved sources), distinguished from the search index that finds; the term is carried to describe knowledge-graph and search-ranking substitution ('statistical weighting', 'Retrieval Basins'), collapsing reads into finds","atom":"purpose","span":"refers to an algorithmic error or structural bias in generative AI and search systems where a low-density human author or scholar (such as writer Lee Sharks) is replaced in the knowledge graph"}],"qualifier":null,"reached":"weakened","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass-d/BRIEF.md","by":"deep-dimension reader, batch 15","m_c_from":"v12.305 (PER-dim rubric v1.0 reading)","on":"2026-10-20"},"scores":{"C":1.0,"D":1.0,"M":0.667,"PER":0.875},"spec":"PER-dim rubric v1.1","src":true,"standing_substitutions":[],"target":{"ent":"ENT-466edf4183","name":"Composition layer"},"tombstone_pointer":false},"per_dim_v1_0":{"after_challenge":null,"atoms":[{"atom":"originator","dim":"M","evidence":null,"kind":"role","present":false,"token":null,"weight":3},{"atom":"term","dim":"M","evidence":"Composition layer entity substitution refers to","kind":"token","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":"tradition","dim":"C","evidence":null,"kind":"reading","present":false,"token":null,"weight":2},{"atom":"corpus","dim":"C","evidence":null,"kind":"token","present":false,"token":null,"weight":2},{"atom":"lineage","dim":"D","evidence":null,"kind":"role","present":false,"token":null,"weight":2},{"atom":"deposit chain","dim":"D","evidence":null,"kind":"token","present":false,"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: Composition layer entity substitution refers to an algorithmic error or structural bias in generative AI and search systems; scored object: CAPTURE-TIME VERBATIM RECORD — raw paste, cleaned at intake with a formal wrapper granted | COMPLETE — the collapsed Ove","entity_type":"concept","gate":"scored","reached":"weakened","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass/BRIEF.md","by":"observation pass reader, batch 7","normalised":[],"on":"2026-10-19"},"scores":{"C":1.0,"D":1.0,"M":0.667,"PER":0.87},"spec":"PER-dim rubric v1.0","src":true,"target":{"ent":"ENT-466edf4183","name":"Composition layer"}},"per_v":{"author":true,"id":false,"inst":true,"src":true}},"observation":{"auth":"signed in","date":"2026-08-13","ev":"paste","evidence_files":[{"file":"data/captures/composition-layer-entity-substitution-20260813-2142/screengrab-20260813-214241.png","sha256":"94640647ec794588c3c3e17bc5812a076402c00817d64c51d2c46b2cd9f01630"}],"q":"\"composition layer\" entity substitution","s":"Frameworks","surface":"Google AI Overview","transcript":"Composition layer entity substitution refers to an algorithmic error or structural bias in generative AI and search systems where a low-density human author or scholar (such as writer Lee Sharks) is replaced in the knowledge graph by a high-media-density namesake (such as Mary Lee the celebrity great white shark) due to statistical weighting favoring mainstream institutional volume over direct provenance.\n\n**Mechanics of Entity Substitution**\n\n**Density-Detection.** The system acts on statistical media volume rather than genuine authorship verification.\n\n**Retrieval Basins.** High-profile subjects with massive news archives override specialized or self-published academic tokens.\n\n**Provenance Erasure.** Original creator attribution is stripped and transferred to the dominant or confabulated entity name.\n\n**Structural Implications**\n\n**Symmetric Resolution.** Forces a flattened equivalence where properties of the displaced entity merge with the substituted entity.\n\n**Attribution Collapse.** Institutional aggregators inadvertently enforce digital erasure by preferring commercial or viral metadata over primary scholarly deposits.","transcript_class":"CAPTURE-TIME VERBATIM RECORD — raw paste, cleaned at intake with a formal wrapper granted","transcript_complete":"COMPLETE — the collapsed Overview was expanded and the whole answer copied; the citation card row is a sideways scroller and is captured as data, not in frame","transcript_read":"READ IN FULL 2026-08-13"},"slug":"composition-layer-entity-substitution-20260813-2142-signedin"}