Triple

T4367607
Position Surface form Disambiguated ID Type / Status
Subject Garland, Texas E98814 entity
Predicate partOfEconomicArea P1027 FINISHED
Object Dallas–Fort Worth economic region 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 economic region | Statement: [Garland, Texas, partOfEconomicArea, Dallas–Fort Worth economic region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dallas–Fort Worth economic region
Context triple: [Garland, Texas, partOfEconomicArea, Dallas–Fort Worth economic region]
  • 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. North Texas
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • E. Texas Triangle
    The Texas Triangle is a major urban megaregion in Texas defined by its three largest metropolitan areas—Dallas–Fort Worth, Houston, and San Antonio–Austin—forming a roughly triangular economic and population hub.
  • 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: partOfEconomicArea
Context triple: [Garland, Texas, partOfEconomicArea, Dallas–Fort Worth economic region]
  • A. economicCommunity
    Indicates a relationship where entities are linked through shared economic integration, cooperation, or common market arrangements forming an economic community.
  • B. economicIntegrationLevel
    Indicates the degree to which two or more entities’ economies are interconnected and coordinated through shared markets, policies, or institutions.
  • C. regionalEconomyType
    Indicates the type or classification of an economy associated with a specific region.
  • D. countryExclusiveEconomicZone
    Indicates that a specified maritime area lies within the exclusive economic zone legally designated to a particular country.
  • E. hasMajorEconomicRegion chosen
    Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35201be7081908808e81634060f95 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde04d4bbc8190891aecc8244b566c completed March 21, 2026, 12:03 a.m.
PD Predicate disambiguation batch_69b34f53e3cc8190bf5d4dbe2413bf65 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:17 p.m.