Triple

T631332
Position Surface form Disambiguated ID Type / Status
Subject Veracruz E15932 entity
Predicate hasIndigenousLanguages P5562 FINISHED
Object Popoluca
Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
E80060 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: Popoluca | Statement: [Veracruz, hasIndigenousLanguages, Popoluca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Popoluca
Context triple: [Veracruz, hasIndigenousLanguages, Popoluca]
  • A. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • B. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • C. Nahua
    The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
  • D. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. Cocopa people
    The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
  • 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: Popoluca
Triple: [Veracruz, hasIndigenousLanguages, Popoluca]
Generated description
Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Popoluca
Target entity description: Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • A. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • B. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • C. Nahua
    The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
  • D. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. Cocopa people
    The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a515ceb081908c064b2082047c0f completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a57403c0208190b3ff497aade61b29 completed March 2, 2026, 11:26 a.m.
NEDg Description generation batch_69a574d565c481908ce2b259cb6e6977 completed March 2, 2026, 11:30 a.m.
NED2 Entity disambiguation (via description) batch_69a5757b7f2881909caf99470b08e811 completed March 2, 2026, 11:33 a.m.
Created at: March 1, 2026, 7:35 p.m.