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.