Triple

T7412816
Position Surface form Disambiguated ID Type / Status
Subject Weston, Texas E171051 entity
Predicate isRapidlyGrowingRegion P28257 FINISHED
Object Dallas–Fort Worth metropolitan area E9212 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: Dallas–Fort Worth metropolitan area | Statement: [Weston, Texas, isRapidlyGrowingRegion, Dallas–Fort Worth metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dallas–Fort Worth metropolitan area
Context triple: [Weston, Texas, isRapidlyGrowingRegion, Dallas–Fort Worth metropolitan area]
  • A. Dallas–Fort Worth metroplex chosen
    The Dallas–Fort Worth metroplex is a major urban and economic region in North Texas encompassing numerous cities and suburbs, known as one of the largest and fastest-growing metropolitan areas in the United States.
  • B. San Antonio–Austin
    San Antonio–Austin refers to the central Texas urban corridor encompassing the rapidly growing metropolitan areas of San Antonio and Austin, known for its economic, cultural, and transportation significance.
  • C. Texarkana metropolitan area
    The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
  • D. Dallas metropolitan area
    The Dallas metropolitan area is a major urban and economic hub in North Texas centered on the city of Dallas and encompassing numerous surrounding suburbs and communities.
  • E. Dallas, Texas
    Dallas, Texas is a major metropolitan city in northern Texas known for its role as a commercial and cultural hub, particularly in finance, technology, and telecommunications.
  • 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: isRapidlyGrowingRegion
Context triple: [Weston, Texas, isRapidlyGrowingRegion, Dallas–Fort Worth metropolitan area]
  • A. isFastGrowing chosen
    Indicates that an entity increases in size, quantity, or impact at a rapid or above-average rate over time.
  • B. isRegionOf
    Indicates that one entity is a geographic or administrative region belonging to, contained within, or associated with another entity.
  • C. isMajorRegionFor
    Indicates that a region serves as a primary or significant area associated with a particular entity, activity, or phenomenon.
  • D. isInhabitedRegion
    Indicates that a region has living beings (such as humans or animals) residing within its boundaries.
  • E. isPopulousRegionOf
    Indicates that a region has a large population and is located within or associated with a specified larger area or entity.
  • 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c336308190932c14cec5eec25f completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856a580b481909474cee295309501 completed March 28, 2026, 10:31 p.m.
PD Predicate disambiguation batch_69c6f0345040819094c5756dfa487faf completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:11 p.m.