Triple

T7110329
Position Surface form Disambiguated ID Type / Status
Subject Tepehua people E165691 entity
Predicate speaks P741 FINISHED
Object Huehuetla Tepehua
Huehuetla Tepehua is an indigenous Tepehua language variety spoken primarily in the region of Huehuetla in eastern Mexico.
 E642105 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: Huehuetla Tepehua | Statement: [Tepehua people, speaks, Huehuetla Tepehua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huehuetla Tepehua
Context triple: [Tepehua people, speaks, Huehuetla Tepehua]
  • A. Tepetlaoztoc
    Tepetlaoztoc was a pre-Columbian Nahua town in the Valley of Mexico that played a role in regional conflicts and politics prior to Spanish conquest.
  • B. Tepehuán de Durango
    Tepehuán de Durango is an indigenous Uto-Aztecan language spoken by the Tepehuán people primarily in the state of Durango in northern Mexico.
  • C. Tepoztlán
    Tepoztlán is a picturesque Mexican town famed for its pre-Hispanic pyramid on Tepozteco Mountain, vibrant market, and designation as a Pueblo Mágico.
  • D. Nauhcampatépetl
    Nauhcampatépetl is a prominent extinct volcano and mountain in Veracruz, Mexico, known for its distinctive flat-topped summit and status as one of the country’s highest peaks.
  • E. Quiahuiztlán
    Quiahuiztlán is a pre-Hispanic archaeological site in Veracruz, Mexico, known for its hilltop temples, tombs, and views over the Gulf coast associated with early Spanish conquest history.
  • 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: Huehuetla Tepehua
Triple: [Tepehua people, speaks, Huehuetla Tepehua]
Generated description
Huehuetla Tepehua is an indigenous Tepehua language variety spoken primarily in the region of Huehuetla in eastern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huehuetla Tepehua
Target entity description: Huehuetla Tepehua is an indigenous Tepehua language variety spoken primarily in the region of Huehuetla in eastern Mexico.
  • A. Tepetlaoztoc
    Tepetlaoztoc was a pre-Columbian Nahua town in the Valley of Mexico that played a role in regional conflicts and politics prior to Spanish conquest.
  • B. Tepehuán de Durango
    Tepehuán de Durango is an indigenous Uto-Aztecan language spoken by the Tepehuán people primarily in the state of Durango in northern Mexico.
  • C. Tepoztlán
    Tepoztlán is a picturesque Mexican town famed for its pre-Hispanic pyramid on Tepozteco Mountain, vibrant market, and designation as a Pueblo Mágico.
  • D. Nauhcampatépetl
    Nauhcampatépetl is a prominent extinct volcano and mountain in Veracruz, Mexico, known for its distinctive flat-topped summit and status as one of the country’s highest peaks.
  • E. Quiahuiztlán
    Quiahuiztlán is a pre-Hispanic archaeological site in Veracruz, Mexico, known for its hilltop temples, tombs, and views over the Gulf coast associated with early Spanish conquest history.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5be09d881909988b5382ffa20ed completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb8d4988190945516cee5d6d53b completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d3feacc819097887064a7439340 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79df3f5648190981176b6c9791181 completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:43 p.m.