Triple

T333224
Position Surface form Disambiguated ID Type / Status
Subject Texas's 15th congressional district E6668 entity
Predicate containsCity P294 FINISHED
Object 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.
 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, Texas | Statement: [Texas's 15th congressional district, containsCity, McAllen, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McAllen, Texas
Context triple: [Texas's 15th congressional district, containsCity, McAllen, Texas]
  • A. Brownsville
    Brownsville is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing and significant role in the borough’s working-class and African American communities.
  • B. San Antonio
    San Antonio was one of the ships in Ferdinand Magellan’s expedition fleet that participated in the first circumnavigation attempt of the globe.
  • C. San Antonio
    San Antonio is a large, historic city in south-central Texas known for the Alamo, the River Walk, and its rich blend of Mexican and Texan culture.
  • D. Galveston
    Galveston is a historic coastal city and port on Galveston Island in Texas, known for its role in 19th-century trade, the devastating 1900 hurricane, and its beaches and tourism.
  • E. Frisco, Texas
    Frisco, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its sports venues, retail centers, and family-friendly 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: McAllen, Texas
Triple: [Texas's 15th congressional district, containsCity, McAllen, Texas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McAllen, Texas
Target entity description: 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.
  • A. Brownsville
    Brownsville is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing and significant role in the borough’s working-class and African American communities.
  • B. San Antonio
    San Antonio was one of the ships in Ferdinand Magellan’s expedition fleet that participated in the first circumnavigation attempt of the globe.
  • C. San Antonio
    San Antonio is a large, historic city in south-central Texas known for the Alamo, the River Walk, and its rich blend of Mexican and Texan culture.
  • D. Galveston
    Galveston is a historic coastal city and port on Galveston Island in Texas, known for its role in 19th-century trade, the devastating 1900 hurricane, and its beaches and tourism.
  • E. Frisco, Texas
    Frisco, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its sports venues, retail centers, and family-friendly 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac4d9d081908a624464e450fb0e completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44f5030f481908af8aa1d361b8124 completed March 1, 2026, 2:38 p.m.
NEDg Description generation batch_69a450099260819085493682035fc1c1 completed March 1, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69a4506406dc8190ba3d4e54c409051b completed March 1, 2026, 2:42 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.