Triple

T21343744
Position Surface form Disambiguated ID Type / Status
Subject Frio County, Texas E526271 entity
Predicate partOf P40 FINISHED
Object San Antonio–New Braunfels metropolitan area region — NE NERFINISHED

How this triple was built (2 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: San Antonio–New Braunfels metropolitan area region | Statement: [Frio County, Texas, partOf, San Antonio–New Braunfels metropolitan area region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Antonio–New Braunfels metropolitan area region
Context triple: [Frio County, Texas, partOf, San Antonio–New Braunfels metropolitan area region]
  • A. San Antonio–New Braunfels metropolitan area chosen
    The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
  • B. McAllen–Edinburg–Mission metropolitan area
    The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
  • C. San Antonio, Texas metropolitan area
    The San Antonio, Texas metropolitan area is a major South Texas urban region centered on the city of San Antonio, known for its rapid growth, diverse economy, and cultural and historical significance.
  • D. Reynosa–McAllen area
    The Reynosa–McAllen area is a major transborder urban region linking McAllen, Texas, with Reynosa, Mexico, characterized by intensive cross-border trade, manufacturing, and cultural exchange.
  • E. Laredo–Nuevo Laredo metropolitan area
    The Laredo–Nuevo Laredo metropolitan area is a major binational urban and economic region straddling the U.S.–Mexico border, centered on the cities of Laredo, Texas, and Nuevo Laredo, Tamaulipas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b51c33048190ab27cede74ef798c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8a8515bc48190b79f80e505550cd5 completed April 22, 2026, 10:52 a.m.
Created at: April 16, 2026, 4:44 p.m.