Triple

T17446561
Position Surface form Disambiguated ID Type / Status
Subject Universal City E424799 entity
Predicate region P40 FINISHED
Object Bexar County–Comal County–Guadalupe County metropolitan area — 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: Bexar County–Comal County–Guadalupe County metropolitan area | Statement: [Universal City, region, Bexar County–Comal County–Guadalupe County metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bexar County–Comal County–Guadalupe County metropolitan area
Context triple: [Universal City, region, Bexar County–Comal County–Guadalupe County metropolitan area]
  • A. Hidalgo County metropolitan area
    The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
  • B. 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.
  • C. 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.
  • D. Bexar County
    Bexar County is a county in south-central Texas that includes the city of San Antonio and serves as a major cultural, historical, and economic hub of the region.
  • E. Comal County
    Comal County is a county in south-central Texas known for its scenic Hill Country landscapes, rivers, and rapidly growing communities such as New Braunfels.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44ffc89e4819096372cc55b40cc3b completed April 19, 2026, 3:46 a.m.
Created at: April 10, 2026, 5:47 a.m.