Triple

T12222248
Position Surface form Disambiguated ID Type / Status
Subject Hidalgo County metropolitan area E291246 entity
Predicate hasCity P316 FINISHED
Object La Blanca, Texas
La Blanca, Texas is a small unincorporated community and census-designated place in Hidalgo County in the Rio Grande Valley region of South Texas.
E1056347 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: La Blanca, Texas | Statement: [Hidalgo County metropolitan area, hasCity, La Blanca, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Blanca, Texas
Context triple: [Hidalgo County metropolitan area, hasCity, La Blanca, Texas]
  • A. Blanco, Texas
    Blanco, Texas is a small Hill Country town in central Texas known for its historic square, access to Blanco State Park on the Blanco River, and location between Austin and San Antonio.
  • B. Whitehouse, Texas
    Whitehouse, Texas is a small city in East Texas that functions primarily as a residential community within the greater Tyler metropolitan area.
  • C. La Joya, Texas
    La Joya, Texas is a small city in South Texas near the U.S.–Mexico border, known for its proximity to the Rio Grande and its role in the greater McAllen–Edinburg–Mission metropolitan region.
  • D. Velasco, Texas
    Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
  • E. Mesquite, Texas
    Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
  • 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: La Blanca, Texas
Triple: [Hidalgo County metropolitan area, hasCity, La Blanca, Texas]
Generated description
La Blanca, Texas is a small unincorporated community and census-designated place in Hidalgo County in the Rio Grande Valley region of South Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: La Blanca, Texas
Target entity description: La Blanca, Texas is a small unincorporated community and census-designated place in Hidalgo County in the Rio Grande Valley region of South Texas.
  • A. Blanco, Texas
    Blanco, Texas is a small Hill Country town in central Texas known for its historic square, access to Blanco State Park on the Blanco River, and location between Austin and San Antonio.
  • B. Whitehouse, Texas
    Whitehouse, Texas is a small city in East Texas that functions primarily as a residential community within the greater Tyler metropolitan area.
  • C. La Joya, Texas
    La Joya, Texas is a small city in South Texas near the U.S.–Mexico border, known for its proximity to the Rio Grande and its role in the greater McAllen–Edinburg–Mission metropolitan region.
  • D. Velasco, Texas
    Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
  • E. Mesquite, Texas
    Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
  • 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_69f79d2f958c819094b3c43f8bbd362b completed May 3, 2026, 7:08 p.m.
NEDg Description generation batch_69f79de1ad708190b1862b9e97da6f15 completed May 3, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f79e7d50a88190b2a90094dd6d48ad completed May 3, 2026, 7:14 p.m.
Created at: April 8, 2026, 9:51 p.m.