Triple

T15819787
Position Surface form Disambiguated ID Type / Status
Subject Huehuetla Tepehua E383574 entity
Predicate spokenIn P2266 FINISHED
Object Huehuetla, Hidalgo
Huehuetla, Hidalgo is a municipality in the state of Hidalgo, Mexico, known for its indigenous Tepehua-speaking population and rich cultural traditions.
E1178949 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, Hidalgo | Statement: [Huehuetla Tepehua, spokenIn, Huehuetla, Hidalgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huehuetla, Hidalgo
Context triple: [Huehuetla Tepehua, spokenIn, Huehuetla, Hidalgo]
  • A. Huejutla de Reyes
    Huejutla de Reyes is a municipality and city in the Huasteca region of northeastern Hidalgo, Mexico, known for its hot climate and rich indigenous Nahua cultural traditions.
  • B. Jojutla
    Jojutla is a municipality and city in the southern part of the Mexican state of Morelos, known for its warm climate, agriculture, and regional commerce.
  • C. Panales, Hidalgo
    Panales, Hidalgo is a locality in the state of Hidalgo, Mexico, known as a junction point on major regional road routes.
  • D. Ixtlahuacán del Río
    Ixtlahuacán del Río is a municipality in the state of Jalisco, Mexico, known for its rural character and location within the Guadalajara metropolitan area.
  • E. Huimilpan
    Huimilpan is a rural municipality in the state of Querétaro, Mexico, known for its agricultural activities and traditional highland communities.
  • 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, Hidalgo
Triple: [Huehuetla Tepehua, spokenIn, Huehuetla, Hidalgo]
Generated description
Huehuetla, Hidalgo is a municipality in the state of Hidalgo, Mexico, known for its indigenous Tepehua-speaking population and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huehuetla, Hidalgo
Target entity description: Huehuetla, Hidalgo is a municipality in the state of Hidalgo, Mexico, known for its indigenous Tepehua-speaking population and rich cultural traditions.
  • A. Huejutla de Reyes
    Huejutla de Reyes is a municipality and city in the Huasteca region of northeastern Hidalgo, Mexico, known for its hot climate and rich indigenous Nahua cultural traditions.
  • B. Jojutla
    Jojutla is a municipality and city in the southern part of the Mexican state of Morelos, known for its warm climate, agriculture, and regional commerce.
  • C. Panales, Hidalgo
    Panales, Hidalgo is a locality in the state of Hidalgo, Mexico, known as a junction point on major regional road routes.
  • D. Ixtlahuacán del Río
    Ixtlahuacán del Río is a municipality in the state of Jalisco, Mexico, known for its rural character and location within the Guadalajara metropolitan area.
  • E. Huimilpan
    Huimilpan is a rural municipality in the state of Querétaro, Mexico, known for its agricultural activities and traditional highland communities.
  • 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.