Triple

T7110358
Position Surface form Disambiguated ID Type / Status
Subject Tepehua people E165691 entity
Predicate ethnologueCode P5197 FINISHED
Object tpt (Tlachichilco Tepehua)
Tlachichilco Tepehua (tpt) is an indigenous Tepehua language variety spoken by the Tepehua people of central-eastern Mexico.
 E642108 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: tpt (Tlachichilco Tepehua) | Statement: [Tepehua people, ethnologueCode, tpt (Tlachichilco Tepehua)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: tpt (Tlachichilco Tepehua)
Context triple: [Tepehua people, ethnologueCode, tpt (Tlachichilco Tepehua)]
  • A. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • B. Telpochcalli
    Telpochcalli was a type of Aztec school primarily attended by commoner youths, where they received military training and basic civic and religious instruction.
  • C. telpochcalli
    Telpochcalli were Aztec youth schools that trained commoner boys in warfare, civic duties, and cultural traditions.
  • D. Tultitlán
    Tultitlán is a municipality in the State of Mexico within the Greater Mexico City metropolitan area, known for its dense urban development and industrial activity.
  • E. Tejutla
    Tejutla is a municipality located in the highland region of western Guatemala, known for its rural communities and traditional agricultural activities.
  • 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: tpt (Tlachichilco Tepehua)
Triple: [Tepehua people, ethnologueCode, tpt (Tlachichilco Tepehua)]
Generated description
Tlachichilco Tepehua (tpt) is an indigenous Tepehua language variety spoken by the Tepehua people of central-eastern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: tpt (Tlachichilco Tepehua)
Target entity description: Tlachichilco Tepehua (tpt) is an indigenous Tepehua language variety spoken by the Tepehua people of central-eastern Mexico.
  • A. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • B. Telpochcalli
    Telpochcalli was a type of Aztec school primarily attended by commoner youths, where they received military training and basic civic and religious instruction.
  • C. telpochcalli
    Telpochcalli were Aztec youth schools that trained commoner boys in warfare, civic duties, and cultural traditions.
  • D. Tultitlán
    Tultitlán is a municipality in the State of Mexico within the Greater Mexico City metropolitan area, known for its dense urban development and industrial activity.
  • E. Tejutla
    Tejutla is a municipality located in the highland region of western Guatemala, known for its rural communities and traditional agricultural activities.
  • 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.