Triple

T15819639
Position Surface form Disambiguated ID Type / Status
Subject Tepehua language family E383570 entity
Predicate hasPart P35 FINISHED
Object Tlachichilco Tepehua language
The Tlachichilco Tepehua language is an indigenous Mesoamerican language spoken by the Tepehua people in parts of Veracruz, Mexico, and is known for its complex phonology and endangered status.
 E1180329 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 language | Statement: [Tepehua language family, hasPart, Tlachichilco Tepehua language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tlachichilco Tepehua language
Context triple: [Tepehua language family, hasPart, Tlachichilco Tepehua language]
  • A. Huehuetla Tepehua language
    The Huehuetla Tepehua language is an indigenous Mesoamerican language spoken by the Tepehua people in parts of eastern Mexico, notable for its complex verb morphology and endangered status.
  • B. Ojitlán Chinantec language
    The Ojitlán Chinantec language is an indigenous Chinantecan language of the Oto-Manguean family spoken by the Chinantec people in the region around San Lucas Ojitlán in Oaxaca, Mexico.
  • C. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • D. Matlatzinca language
    The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • E. Purépecha language
    The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
  • 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 language
Triple: [Tepehua language family, hasPart, Tlachichilco Tepehua language]
Generated description
The Tlachichilco Tepehua language is an indigenous Mesoamerican language spoken by the Tepehua people in parts of Veracruz, Mexico, and is known for its complex phonology and endangered status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tlachichilco Tepehua language
Target entity description: The Tlachichilco Tepehua language is an indigenous Mesoamerican language spoken by the Tepehua people in parts of Veracruz, Mexico, and is known for its complex phonology and endangered status.
  • A. Huehuetla Tepehua language
    The Huehuetla Tepehua language is an indigenous Mesoamerican language spoken by the Tepehua people in parts of eastern Mexico, notable for its complex verb morphology and endangered status.
  • B. Ojitlán Chinantec language
    The Ojitlán Chinantec language is an indigenous Chinantecan language of the Oto-Manguean family spoken by the Chinantec people in the region around San Lucas Ojitlán in Oaxaca, Mexico.
  • C. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • D. Matlatzinca language
    The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • E. Purépecha language
    The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a6e6748190acb0791bd465587f completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa13392c48190b03cbed9df5a32a6 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:49 a.m.