Triple

T397835
Position Surface form Disambiguated ID Type / Status
Subject Dallas–Fort Worth metroplex E9212 entity
Predicate hasCounty P285 FINISHED
Object Cooke County, Texas
Cooke County, Texas is a largely rural county in north-central Texas known for its county seat of Gainesville and its location along the Oklahoma border within the greater Dallas–Fort Worth region.
 E57093 NE FINISHED

How this triple was built (4 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: Cooke County, Texas | Statement: [Dallas–Fort Worth metroplex, hasCounty, Cooke County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cooke County, Texas
Context triple: [Dallas–Fort Worth metroplex, hasCounty, Cooke County, Texas]
  • A. Ellis County, Texas
    Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
  • B. Parker County, Texas
    Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater Dallas–Fort Worth metropolitan area.
  • C. Kaufman County, Texas
    Kaufman County, Texas is a county in northeastern Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Terrell as one of its principal communities.
  • D. Hood County, Texas
    Hood County, Texas is a county in north-central Texas known for its seat Granbury and its inclusion in the greater Dallas–Fort Worth metropolitan region.
  • E. Hunt County, Texas
    Hunt County, Texas is a largely rural county in northeastern Texas whose western portion is considered part of the greater Dallas–Fort Worth metropolitan area.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cooke County, Texas
Triple: [Dallas–Fort Worth metroplex, hasCounty, Cooke County, Texas]
Generated description
Cooke County, Texas is a largely rural county in north-central Texas known for its county seat of Gainesville and its location along the Oklahoma border within the greater Dallas–Fort Worth region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cooke County, Texas
Target entity description: Cooke County, Texas is a largely rural county in north-central Texas known for its county seat of Gainesville and its location along the Oklahoma border within the greater Dallas–Fort Worth region.
  • A. Ellis County, Texas
    Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
  • B. Parker County, Texas
    Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater Dallas–Fort Worth metropolitan area.
  • C. Kaufman County, Texas
    Kaufman County, Texas is a county in northeastern Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Terrell as one of its principal communities.
  • D. Hood County, Texas
    Hood County, Texas is a county in north-central Texas known for its seat Granbury and its inclusion in the greater Dallas–Fort Worth metropolitan region.
  • E. Hunt County, Texas
    Hunt County, Texas is a largely rural county in northeastern Texas whose western portion is considered part of the greater Dallas–Fort Worth metropolitan area.
  • F. None of above. chosen

Provenance (5 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ec8bcf708190b62e15806159ceb1 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cb531548190b378444ccf7a6283 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d31f0088190b55fd733460d7789 completed March 1, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69a44de3f26881909c9ea34a421ea7cf completed March 1, 2026, 2:32 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.