Triple

T12222250
Position Surface form Disambiguated ID Type / Status
Subject Hidalgo County metropolitan area E291246 entity
Predicate hasCity P316 FINISHED
Object Penitas, Texas
Penitas, Texas is a small city in the Rio Grande Valley region of South Texas, near the U.S.–Mexico border.
 E968436 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: Penitas, Texas | Statement: [Hidalgo County metropolitan area, hasCity, Penitas, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Penitas, Texas
Context triple: [Hidalgo County metropolitan area, hasCity, Penitas, Texas]
  • A. Pantego, Texas
    Pantego, Texas is a small incorporated town in the Dallas–Fort Worth metropolitan area known for its suburban residential character and proximity to Arlington.
  • B. Tolar, Texas
    Tolar, Texas is a small rural city in Hood County known for its tight-knit community and location within the Granbury–Hood County area of North Central Texas.
  • C. Kenefick, Texas
    Kenefick, Texas is a small rural town in southeastern Texas known for its quiet residential character within the Greater Houston region.
  • D. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • E. Pritchett, Texas
    Pritchett, Texas is a small unincorporated community located in Upshur County in the northeastern part of the state.
  • 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: Penitas, Texas
Triple: [Hidalgo County metropolitan area, hasCity, Penitas, Texas]
Generated description
Penitas, Texas is a small city in the Rio Grande Valley region of South Texas, near the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Penitas, Texas
Target entity description: Penitas, Texas is a small city in the Rio Grande Valley region of South Texas, near the U.S.–Mexico border.
  • A. Pantego, Texas
    Pantego, Texas is a small incorporated town in the Dallas–Fort Worth metropolitan area known for its suburban residential character and proximity to Arlington.
  • B. Tolar, Texas
    Tolar, Texas is a small rural city in Hood County known for its tight-knit community and location within the Granbury–Hood County area of North Central Texas.
  • C. Kenefick, Texas
    Kenefick, Texas is a small rural town in southeastern Texas known for its quiet residential character within the Greater Houston region.
  • D. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • E. Pritchett, Texas
    Pritchett, Texas is a small unincorporated community located in Upshur County in the northeastern part of the state.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c961d648190ad6ce5f7d228eee4 completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa6d3d481909852a6f2f90d7a41 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60c06e4c08190985114da9317e8fd completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c97a7e08190b782b3aa6d60d770 completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:51 p.m.