Triple

T10251458
Position Surface form Disambiguated ID Type / Status
Subject Brownsville–Matamoros metropolitan area E240350 entity
Predicate usSidePrincipalCity P50537 FINISHED
Object Brownsville, Texas E75038 NE FINISHED

How this triple was built (3 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, Texas | Statement: [Brownsville–Matamoros metropolitan area, usSidePrincipalCity, Brownsville, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brownsville, Texas
Context triple: [Brownsville–Matamoros metropolitan area, usSidePrincipalCity, Brownsville, Texas]
  • A. Brownsville
    Brownsville is a rural unincorporated community located in Yuba County in Northern California.
  • B. Brownsville chosen
    Brownsville is a city at the southern tip of Texas near the U.S.–Mexico border, known for its proximity to the Gulf of Mexico and its role as a major border and trade hub.
  • C. 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.
  • D. Brownsville
    Brownsville is a small historic city in Linn County, Oregon, known for its preserved 19th-century downtown and its role as a filming location for the movie "Stand by Me."
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usSidePrincipalCity
Context triple: [Brownsville–Matamoros metropolitan area, usSidePrincipalCity, Brownsville, Texas]
  • A. principalCityOf chosen
    Indicates that a city serves as the main or most important city (often administrative, economic, or cultural center) of a specified region or area.
  • B. nativeCity
    Indicates that a city is the place where a person was born or is originally from.
  • C. representedCity
    Indicates that an entity serves as the official representative or proxy for a particular city.
  • D. isCityOf
    Indicates that one entity is a city that belongs to, is located within, or is administratively part of another entity (such as a country, state, or region).
  • E. cityRepresented
    Indicates that one entity serves as the official representative or governing body for a particular city.
  • F. None of above.

Provenance (4 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d328272c8190a3548d7f7f38cfc4 completed April 7, 2026, 9:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69d794ad73508190880a1030d483f5a8 completed April 9, 2026, 11:59 a.m.
PD Predicate disambiguation batch_69d4d1ebd6c88190a1f3f4a72a99d6fe completed April 7, 2026, 9:44 a.m.
Created at: April 6, 2026, 11:29 a.m.