Triple

T15819637
Position Surface form Disambiguated ID Type / Status
Subject Tepehua language family E383570 entity
Predicate hasPart P35 FINISHED
Object 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.
 E1178945 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 language | Statement: [Tepehua language family, hasPart, Huehuetla Tepehua language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huehuetla Tepehua language
Context triple: [Tepehua language family, hasPart, Huehuetla Tepehua language]
  • A. 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.
  • B. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • C. Sierra Popoluca language
    Sierra Popoluca language is a Mixe–Zoquean language spoken by the Sierra Popoluca people in the southern Mexican state of Veracruz.
  • D. 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.
  • E. Orizaba Nahuatl
    Orizaba Nahuatl is a regional variety of the Nahuatl language spoken primarily in and around the city of Orizaba in central Mexico.
  • 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 language
Triple: [Tepehua language family, hasPart, Huehuetla Tepehua language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huehuetla Tepehua language
Target entity description: 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.
  • A. 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.
  • B. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • C. Sierra Popoluca language
    Sierra Popoluca language is a Mixe–Zoquean language spoken by the Sierra Popoluca people in the southern Mexican state of Veracruz.
  • D. 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.
  • E. Orizaba Nahuatl
    Orizaba Nahuatl is a regional variety of the Nahuatl language spoken primarily in and around the city of Orizaba in central Mexico.
  • 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_69ff9997e0048190b0c00a5a0ff561c9 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9b2fe84c819086dd47c82bf3bd57 completed May 9, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b94e56c8190b5860bf3c6bf6f5f completed May 9, 2026, 8:39 p.m.
Created at: April 10, 2026, 4:49 a.m.