Triple

T7110357
Position Surface form Disambiguated ID Type / Status
Subject Tepehua people E165691 entity
Predicate ethnologueCode P5197 FINISHED
Object tpp (Pisaflores Tepehua)
tpp (Pisaflores Tepehua) is a Tepehua language variety spoken by the Tepehua people in the region of Pisaflores, Mexico.
 E642107 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: tpp (Pisaflores Tepehua) | Statement: [Tepehua people, ethnologueCode, tpp (Pisaflores Tepehua)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: tpp (Pisaflores Tepehua)
Context triple: [Tepehua people, ethnologueCode, tpp (Pisaflores Tepehua)]
  • A. Tejipió
    Tejipió is a neighborhood in the city of Recife, Brazil, known as part of the urban fabric of the state capital of Pernambuco.
  • B. Zapota
    Zapota is a metro station on Mexico City’s Line 12, serving passengers in the southeastern part of the city.
  • C. Tapaz
    Tapaz is a landlocked agricultural municipality in the province of Capiz on Panay Island in the Philippines, known for its rural landscapes and river valleys.
  • D. Tepehuan
    The Tepehuan are an Indigenous people of northern Mexico, known for their distinct Uto-Aztecan language, traditional agriculture, and communities in the Sierra Madre Occidental.
  • E. Tiwatope
    Tiwatope is the birth name of Tiwa Savage, a prominent Nigerian singer, songwriter, and actress known as the "Queen of Afrobeats."
  • 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: tpp (Pisaflores Tepehua)
Triple: [Tepehua people, ethnologueCode, tpp (Pisaflores Tepehua)]
Generated description
tpp (Pisaflores Tepehua) is a Tepehua language variety spoken by the Tepehua people in the region of Pisaflores, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: tpp (Pisaflores Tepehua)
Target entity description: tpp (Pisaflores Tepehua) is a Tepehua language variety spoken by the Tepehua people in the region of Pisaflores, Mexico.
  • A. Tejipió
    Tejipió is a neighborhood in the city of Recife, Brazil, known as part of the urban fabric of the state capital of Pernambuco.
  • B. Zapota
    Zapota is a metro station on Mexico City’s Line 12, serving passengers in the southeastern part of the city.
  • C. Tapaz
    Tapaz is a landlocked agricultural municipality in the province of Capiz on Panay Island in the Philippines, known for its rural landscapes and river valleys.
  • D. Tepehuan
    The Tepehuan are an Indigenous people of northern Mexico, known for their distinct Uto-Aztecan language, traditional agriculture, and communities in the Sierra Madre Occidental.
  • E. Tiwatope
    Tiwatope is the birth name of Tiwa Savage, a prominent Nigerian singer, songwriter, and actress known as the "Queen of Afrobeats."
  • 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.