Triple

T7110331
Position Surface form Disambiguated ID Type / Status
Subject Tepehua people E165691 entity
Predicate speaks P741 FINISHED
Object Tlachichilco Tepehua
Tlachichilco Tepehua is an indigenous Tepehua language variety spoken in the region of Tlachichilco in eastern Mexico.
 E643463 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: Tlachichilco Tepehua | Statement: [Tepehua people, speaks, Tlachichilco Tepehua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tlachichilco Tepehua
Context triple: [Tepehua people, speaks, Tlachichilco Tepehua]
  • A. Huehuetla Tepehua
    Huehuetla Tepehua is an indigenous Tepehua language variety spoken primarily in the region of Huehuetla in eastern Mexico.
  • B. Tlachihualtepetl Pyramid
    The Tlachihualtepetl Pyramid is an ancient Mesoamerican temple complex in Cholula, Mexico, considered the largest pyramid in the world by volume and notable for its layered construction and colonial church built atop it.
  • C. 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.
  • D. Tajín Chico
    Tajín Chico is an elevated ceremonial and administrative complex within the ancient Mesoamerican city of El Tajín, notable for its palaces, pyramids, and elite architecture.
  • E. Cuauhtinchan archaeological site
    The Cuauhtinchan archaeological site is a pre-Hispanic rock-cut temple complex at Malinalco, Mexico, renowned for its intricately carved ceremonial structures associated with Aztec military and religious 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: Tlachichilco Tepehua
Triple: [Tepehua people, speaks, Tlachichilco Tepehua]
Generated description
Tlachichilco Tepehua is an indigenous Tepehua language variety spoken in the region of Tlachichilco in eastern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tlachichilco Tepehua
Target entity description: Tlachichilco Tepehua is an indigenous Tepehua language variety spoken in the region of Tlachichilco in eastern Mexico.
  • A. Huehuetla Tepehua
    Huehuetla Tepehua is an indigenous Tepehua language variety spoken primarily in the region of Huehuetla in eastern Mexico.
  • B. Tlachihualtepetl Pyramid
    The Tlachihualtepetl Pyramid is an ancient Mesoamerican temple complex in Cholula, Mexico, considered the largest pyramid in the world by volume and notable for its layered construction and colonial church built atop it.
  • C. 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.
  • D. Tajín Chico
    Tajín Chico is an elevated ceremonial and administrative complex within the ancient Mesoamerican city of El Tajín, notable for its palaces, pyramids, and elite architecture.
  • E. Cuauhtinchan archaeological site
    The Cuauhtinchan archaeological site is a pre-Hispanic rock-cut temple complex at Malinalco, Mexico, renowned for its intricately carved ceremonial structures associated with Aztec military and religious 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_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_69c7a325a07c81909bd9a8f5d4461fb9 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a43541408190a4985274d6227dbc completed March 28, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4de73bc819084367b1336b8d862 completed March 28, 2026, 9:52 a.m.
Created at: March 27, 2026, 2:43 p.m.