Triple

T12222255
Position Surface form Disambiguated ID Type / Status
Subject Hidalgo County metropolitan area E291246 entity
Predicate hasCity P316 FINISHED
Object Pharr North, Texas
Pharr North, Texas is a community located within the Hidalgo County metropolitan area in South Texas, near the U.S.–Mexico border.
E58390 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: Pharr North, Texas | Statement: [Hidalgo County metropolitan area, hasCity, Pharr North, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pharr North, Texas
Context triple: [Hidalgo County metropolitan area, hasCity, Pharr North, Texas]
  • A. Pharr, Texas
    Pharr, Texas is a rapidly growing city in the Rio Grande Valley of South Texas, known as a major commercial and transportation hub on the U.S.–Mexico border.
  • B. Eagle Pass, Texas
    Eagle Pass, Texas is a U.S. border city on the Rio Grande known as a major crossing point and twin city to Piedras Negras, Coahuila, Mexico.
  • C. Los Fresnos, Texas
    Los Fresnos, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the U.S.–Mexico border.
  • D. McAllen, Texas
    McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
  • E. Weslaco, Texas
    Weslaco, Texas is a mid-sized city in the Rio Grande Valley of South Texas known for its agricultural economy, proximity to the U.S.–Mexico border, and role as a regional commercial and cultural center.
  • 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: Pharr North, Texas
Triple: [Hidalgo County metropolitan area, hasCity, Pharr North, Texas]
Generated description
Pharr North, Texas is a community located within the Hidalgo County metropolitan area in South Texas, near the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pharr North, Texas
Target entity description: Pharr North, Texas is a community located within the Hidalgo County metropolitan area in South Texas, near the U.S.–Mexico border.
  • A. Pharr, Texas chosen
    Pharr, Texas is a rapidly growing city in the Rio Grande Valley of South Texas, known as a major commercial and transportation hub on the U.S.–Mexico border.
  • B. Eagle Pass, Texas
    Eagle Pass, Texas is a U.S. border city on the Rio Grande known as a major crossing point and twin city to Piedras Negras, Coahuila, Mexico.
  • C. Los Fresnos, Texas
    Los Fresnos, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the U.S.–Mexico border.
  • D. McAllen, Texas
    McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
  • E. Weslaco, Texas
    Weslaco, Texas is a mid-sized city in the Rio Grande Valley of South Texas known for its agricultural economy, proximity to the U.S.–Mexico border, and role as a regional commercial and cultural center.
  • F. None of above.

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_69f6b8b9717c8190b8ac71989d3b3582 completed May 3, 2026, 2:53 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb2602848190b9588134c71d0ef4 completed May 3, 2026, 3:04 a.m.
Created at: April 8, 2026, 9:51 p.m.