Triple

T960818
Position Surface form Disambiguated ID Type / Status
Subject North Texas E20730 entity
Predicate hasMetropolitanArea P40 FINISHED
Object Sherman–Denison metropolitan area
The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
 E118912 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: Sherman–Denison metropolitan area | Statement: [North Texas, hasMetropolitanArea, Sherman–Denison metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sherman–Denison metropolitan area
Context triple: [North Texas, hasMetropolitanArea, Sherman–Denison metropolitan area]
  • A. Seattle metropolitan area
    The Seattle metropolitan area is a major urban and economic hub in Washington State centered on the city of Seattle, known for its technology industry, port facilities, and cultural influence in the Pacific Northwest.
  • B. Tyler metropolitan area
    The Tyler metropolitan area is a regional urban and economic hub in East Texas centered on the city of Tyler, known for its healthcare, education, and rose cultivation industries.
  • C. Denver–Aurora–Lakewood metropolitan area
    The Denver–Aurora–Lakewood metropolitan area is a major urban and economic hub in central Colorado centered on Denver and its surrounding suburbs, known for its rapid growth, diverse industries, and proximity to the Rocky Mountains.
  • D. Kansas City metropolitan area
    The Kansas City metropolitan area is a major bi-state urban region centered on Kansas City, spanning parts of Missouri and Kansas and known for its jazz heritage, barbecue, and diverse economy.
  • E. St. Louis metropolitan area
    The St. Louis metropolitan area is a bi-state urban region centered on the city of St. Louis, spanning parts of Missouri and Illinois and serving as a major Midwestern hub for culture, education, and industry.
  • 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: Sherman–Denison metropolitan area
Triple: [North Texas, hasMetropolitanArea, Sherman–Denison metropolitan area]
Generated description
The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sherman–Denison metropolitan area
Target entity description: The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
  • A. Seattle metropolitan area
    The Seattle metropolitan area is a major urban and economic hub in Washington State centered on the city of Seattle, known for its technology industry, port facilities, and cultural influence in the Pacific Northwest.
  • B. Tyler metropolitan area
    The Tyler metropolitan area is a regional urban and economic hub in East Texas centered on the city of Tyler, known for its healthcare, education, and rose cultivation industries.
  • C. Denver–Aurora–Lakewood metropolitan area
    The Denver–Aurora–Lakewood metropolitan area is a major urban and economic hub in central Colorado centered on Denver and its surrounding suburbs, known for its rapid growth, diverse industries, and proximity to the Rocky Mountains.
  • D. Kansas City metropolitan area
    The Kansas City metropolitan area is a major bi-state urban region centered on Kansas City, spanning parts of Missouri and Kansas and known for its jazz heritage, barbecue, and diverse economy.
  • E. St. Louis metropolitan area
    The St. Louis metropolitan area is a bi-state urban region centered on the city of St. Louis, spanning parts of Missouri and Illinois and serving as a major Midwestern hub for culture, education, and industry.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b4144c208190980936347a95e233 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a11e4148190bb18849c52c2ed9a completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac366e1a488190a30cd2806615c334 completed March 7, 2026, 2:30 p.m.
NED2 Entity disambiguation (via description) batch_69ac38dd63008190b9bccd53be4583de completed March 7, 2026, 2:40 p.m.
Created at: March 1, 2026, 7:40 p.m.