Triple

T4587659
Position Surface form Disambiguated ID Type / Status
Subject Mexican Penutian languages E103406 entity
Predicate hasMember P10 FINISHED
Object Copainalá Zoque
Copainalá Zoque is a Zoquean indigenous language spoken in the region of Copainalá in Chiapas, Mexico.
 E457150 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: Copainalá Zoque | Statement: [Mexican Penutian languages, hasMember, Copainalá Zoque]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Copainalá Zoque
Context triple: [Mexican Penutian languages, hasMember, Copainalá Zoque]
  • A. Totonicapán
    Totonicapán is a town in western Guatemala known for its indigenous K’iche’ Maya population, traditional textiles, and role as the capital of the department of the same name.
  • B. Yaxchilán
    Yaxchilán is an ancient Maya city renowned for its well-preserved architecture and intricately carved stone lintels along the Usumacinta River in present-day Mexico.
  • C. Northern Kʼicheʼ
    Northern Kʼicheʼ is a regional variety of the Kʼicheʼ Mayan language spoken primarily in the northern highlands of Guatemala.
  • D. Yaxuná
    Yaxuná is an ancient Maya archaeological site in Mexico’s Yucatán Peninsula, notable for its long history of occupation and its strategic position within a network of pre-Hispanic causeways.
  • E. Sayula Popoluca
    Sayula Popoluca is an indigenous Mixe–Zoquean language spoken by a small community in the region of Sayula, Veracruz, Mexico.
  • 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: Copainalá Zoque
Triple: [Mexican Penutian languages, hasMember, Copainalá Zoque]
Generated description
Copainalá Zoque is a Zoquean indigenous language spoken in the region of Copainalá in Chiapas, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Copainalá Zoque
Target entity description: Copainalá Zoque is a Zoquean indigenous language spoken in the region of Copainalá in Chiapas, Mexico.
  • A. Totonicapán
    Totonicapán is a town in western Guatemala known for its indigenous K’iche’ Maya population, traditional textiles, and role as the capital of the department of the same name.
  • B. Yaxchilán
    Yaxchilán is an ancient Maya city renowned for its well-preserved architecture and intricately carved stone lintels along the Usumacinta River in present-day Mexico.
  • C. Northern Kʼicheʼ
    Northern Kʼicheʼ is a regional variety of the Kʼicheʼ Mayan language spoken primarily in the northern highlands of Guatemala.
  • D. Yaxuná
    Yaxuná is an ancient Maya archaeological site in Mexico’s Yucatán Peninsula, notable for its long history of occupation and its strategic position within a network of pre-Hispanic causeways.
  • E. Sayula Popoluca
    Sayula Popoluca is an indigenous Mixe–Zoquean language spoken by a small community in the region of Sayula, Veracruz, Mexico.
  • 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd591fc20481908d8d4b71d055ae8c completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa33103081909e83155f712b821f completed March 21, 2026, 1:53 a.m.
NEDg Description generation batch_69bdfc87fd3881909f072cd85d6b58c2 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfcfb3de08190b9345e36c5c0c01c completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:11 p.m.