Triple

T12222254
Position Surface form Disambiguated ID Type / Status
Subject Hidalgo County metropolitan area E291246 entity
Predicate hasCity P316 FINISHED
Object McAllen South, Texas
McAllen South, Texas is a community in the southern part of the McAllen area within the Rio Grande Valley region of South Texas.
 E1010918 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 South, Texas | Statement: [Hidalgo County metropolitan area, hasCity, McAllen South, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McAllen South, Texas
Context triple: [Hidalgo County metropolitan area, hasCity, McAllen South, 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. 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.
  • 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. 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.
  • E. 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.
  • 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 South, Texas
Triple: [Hidalgo County metropolitan area, hasCity, McAllen South, Texas]
Generated description
McAllen South, Texas is a community in the southern part of the McAllen area within the Rio Grande Valley region of South Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McAllen South, Texas
Target entity description: McAllen South, Texas is a community in the southern part of the McAllen area within the Rio Grande Valley region of South 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. 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.
  • 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. 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.
  • E. 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.
  • 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_69f6af3d7778819091ab96f5d218d2c7 completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0cb53848190a7aa38f38d20e44d completed May 3, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1aa191081908266128776a2147a completed May 3, 2026, 2:23 a.m.
Created at: April 8, 2026, 9:51 p.m.