Triple

T12222253
Position Surface form Disambiguated ID Type / Status
Subject Hidalgo County metropolitan area E291246 entity
Predicate hasCity P316 FINISHED
Object McAllen North, Texas
McAllen North, Texas is a community in the northern part of McAllen within the rapidly growing Hidalgo County region of South Texas, near the U.S.–Mexico border.
 E57537 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: McAllen North, Texas | Statement: [Hidalgo County metropolitan area, hasCity, McAllen North, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McAllen North, Texas
Context triple: [Hidalgo County metropolitan area, hasCity, McAllen North, Texas]
  • A. 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.
  • B. Cinco Ranch, Texas
    Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: McAllen North, Texas
Triple: [Hidalgo County metropolitan area, hasCity, McAllen North, Texas]
Generated description
McAllen North, Texas is a community in the northern part of McAllen within the rapidly growing Hidalgo County region of South Texas, near the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McAllen North, Texas
Target entity description: McAllen North, Texas is a community in the northern part of McAllen within the rapidly growing Hidalgo County region of South Texas, near the U.S.–Mexico border.
  • A. McAllen, Texas chosen
    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.
  • B. Cinco Ranch, Texas
    Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69f6a531c62481908eac880e716cf55b completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a6e9ad50819091169f9a1b697d7d completed May 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7a3c9948190bc6cee51ee66103d completed May 3, 2026, 1:40 a.m.
Created at: April 8, 2026, 9:51 p.m.