Triple

T5418786
Position Surface form Disambiguated ID Type / Status
Subject Laredo, Texas E121196 entity
Predicate metropolitanArea P294 FINISHED
Object Laredo metropolitan area E121196 NE FINISHED

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: Laredo metropolitan area | Statement: [Laredo, Texas, metropolitanArea, Laredo metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laredo metropolitan area
Context triple: [Laredo, Texas, metropolitanArea, Laredo metropolitan area]
  • A. El Paso–Juárez metropolitan area
    The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
  • B. Laredo, Texas chosen
    Laredo, Texas is a major city on the U.S.–Mexico border and a key international trade hub located along the Rio Grande in southern Texas.
  • 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. Nuevo Laredo
    Nuevo Laredo is a major Mexican border city in the state of Tamaulipas, located across the Rio Grande from Laredo, Texas, and serving as an important hub for international trade and transportation.
  • 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 (3 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e7ae388190b26d16d42e717023 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4123bab881908379e7612d5b39b9 completed March 22, 2026, 1:08 a.m.
Created at: March 20, 2026, 2:05 p.m.