Triple

T18646803
Position Surface form Disambiguated ID Type / Status
Subject Santa Maria, Texas E455822 entity
Predicate partOf P40 FINISHED
Object Brownsville–Harlingen 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: Brownsville–Harlingen metropolitan area | Statement: [Santa Maria, Texas, partOf, Brownsville–Harlingen metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brownsville–Harlingen metropolitan area
Context triple: [Santa Maria, Texas, partOf, Brownsville–Harlingen metropolitan area]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Brownsville–Matamoros metropolitan area chosen
    The Brownsville–Matamoros metropolitan area is a major transborder urban region spanning Brownsville, Texas, and Matamoros, Tamaulipas, serving as a key hub for U.S.–Mexico trade, culture, and daily cross-border movement.
  • E. San Antonio–New Braunfels metropolitan area
    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.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5500e248481909a8d777a6a9f17e7 completed April 19, 2026, 9:58 p.m.
Created at: April 10, 2026, 11:47 a.m.