Triple

T16656425
Position Surface form Disambiguated ID Type / Status
Subject Lyle Campbell E404742 entity
Predicate hasWritten P2831 FINISHED
Object The Linguistics of Southeast Chiapas, Mexico
The Linguistics of Southeast Chiapas, Mexico is a scholarly work by linguist Lyle Campbell that analyzes and documents the indigenous languages and linguistic features of the Southeast Chiapas region.
E1225605 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The Linguistics of Southeast Chiapas, Mexico | Statement: [Lyle Campbell, hasWritten, The Linguistics of Southeast Chiapas, Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Linguistics of Southeast Chiapas, Mexico
Context triple: [Lyle Campbell, hasWritten, The Linguistics of Southeast Chiapas, Mexico]
  • A. Nahuatl language continuum
    The Nahuatl language continuum is a group of closely related Uto-Aztecan languages and dialects historically spoken by the Nahua peoples of central Mexico and still used by over a million speakers today.
  • B. Comparative Hokan-Coahuiltecan Studies
    Comparative Hokan-Coahuiltecan Studies is a linguistic work that analyzes and compares languages of the Hokan and Coahuiltecan families to explore their historical relationships and structures.
  • C. Desmond C. Derbyshire’s grammar of Hixkaryana
    Desmond C. Derbyshire’s grammar of Hixkaryana is a landmark descriptive linguistic work that provides a comprehensive analysis of the Amazonian Cariban language Hixkaryana, noted especially for its documentation of object–verb–subject word order.
  • D. A Grammar of Tariana, from Northwest Amazonia
    "A Grammar of Tariana, from Northwest Amazonia" is a comprehensive linguistic reference work detailing the structure and usage of the Tariana language spoken in the Northwest Amazon region.
  • E. A Grammar of Diegueño: The Mesa Grande Dialect
    A Grammar of Diegueño: The Mesa Grande Dialect is a linguistic monograph that provides a detailed grammatical description of the Mesa Grande variety of the Diegueño (Ipai-Tipay-Kumeyaay) language.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Linguistics of Southeast Chiapas, Mexico
Triple: [Lyle Campbell, hasWritten, The Linguistics of Southeast Chiapas, Mexico]
Generated description
The Linguistics of Southeast Chiapas, Mexico is a scholarly work by linguist Lyle Campbell that analyzes and documents the indigenous languages and linguistic features of the Southeast Chiapas region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Linguistics of Southeast Chiapas, Mexico
Target entity description: The Linguistics of Southeast Chiapas, Mexico is a scholarly work by linguist Lyle Campbell that analyzes and documents the indigenous languages and linguistic features of the Southeast Chiapas region.
  • A. Nahuatl language continuum
    The Nahuatl language continuum is a group of closely related Uto-Aztecan languages and dialects historically spoken by the Nahua peoples of central Mexico and still used by over a million speakers today.
  • B. Comparative Hokan-Coahuiltecan Studies
    Comparative Hokan-Coahuiltecan Studies is a linguistic work that analyzes and compares languages of the Hokan and Coahuiltecan families to explore their historical relationships and structures.
  • C. Desmond C. Derbyshire’s grammar of Hixkaryana
    Desmond C. Derbyshire’s grammar of Hixkaryana is a landmark descriptive linguistic work that provides a comprehensive analysis of the Amazonian Cariban language Hixkaryana, noted especially for its documentation of object–verb–subject word order.
  • D. A Grammar of Tariana, from Northwest Amazonia
    "A Grammar of Tariana, from Northwest Amazonia" is a comprehensive linguistic reference work detailing the structure and usage of the Tariana language spoken in the Northwest Amazon region.
  • E. A Grammar of Diegueño: The Mesa Grande Dialect
    A Grammar of Diegueño: The Mesa Grande Dialect is a linguistic monograph that provides a detailed grammatical description of the Mesa Grande variety of the Diegueño (Ipai-Tipay-Kumeyaay) language.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bfb2b308190bf3559df9fbb126f completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084ccbc888190816cdf0ea67b0a90 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008576b0bc81909fdf0b7d26f4c2c1 completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0085e4b6ec81908383085ff08f0dce completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:18 a.m.