Triple

T11327863
Position Surface form Disambiguated ID Type / Status
Subject Zoque people E268267 entity
Predicate hasLanguage P15 FINISHED
Object Ayapa Zoque (Tabasco Zoque)
Ayapa Zoque (Tabasco Zoque) is a highly endangered Zoquean language of southern Mexico, traditionally spoken in the community of Ayapa in the state of Tabasco.
 E919358 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: Ayapa Zoque (Tabasco Zoque) | Statement: [Zoque people, hasLanguage, Ayapa Zoque (Tabasco Zoque)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayapa Zoque (Tabasco Zoque)
Context triple: [Zoque people, hasLanguage, Ayapa Zoque (Tabasco Zoque)]
  • A. Mixe–Zoquean languages
    The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • B. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • C. Misantla Totonac
    Misantla Totonac is an indigenous Totonacan language spoken in the Misantla region of Veracruz, Mexico.
  • D. Coatzospan Mixtec
    Coatzospan Mixtec is an indigenous Oto-Manguean language spoken in the region of Coatzospan in Oaxaca, Mexico.
  • E. Chontal of Tabasco
    The Chontal of Tabasco are an indigenous Maya-related people of southeastern Mexico known for their distinct language, traditional agriculture and fishing practices, and rich cultural heritage along the Grijalva River and Gulf coast.
  • 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: Ayapa Zoque (Tabasco Zoque)
Triple: [Zoque people, hasLanguage, Ayapa Zoque (Tabasco Zoque)]
Generated description
Ayapa Zoque (Tabasco Zoque) is a highly endangered Zoquean language of southern Mexico, traditionally spoken in the community of Ayapa in the state of Tabasco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayapa Zoque (Tabasco Zoque)
Target entity description: Ayapa Zoque (Tabasco Zoque) is a highly endangered Zoquean language of southern Mexico, traditionally spoken in the community of Ayapa in the state of Tabasco.
  • A. Mixe–Zoquean languages
    The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • B. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • C. Misantla Totonac
    Misantla Totonac is an indigenous Totonacan language spoken in the Misantla region of Veracruz, Mexico.
  • D. Coatzospan Mixtec
    Coatzospan Mixtec is an indigenous Oto-Manguean language spoken in the region of Coatzospan in Oaxaca, Mexico.
  • E. Chontal of Tabasco
    The Chontal of Tabasco are an indigenous Maya-related people of southeastern Mexico known for their distinct language, traditional agriculture and fishing practices, and rich cultural heritage along the Grijalva River and Gulf coast.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9e330008190b75490efde01dc59 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e52608b7348190875597513ca1a995 completed April 19, 2026, 6:59 p.m.
NEDg Description generation batch_69e52c82b6108190aec9b6e9d726f803 completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531c2a4b88190bb1efd57536bae9a completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.