Triple

T5378028
Position Surface form Disambiguated ID Type / Status
Subject Bedford, Texas E113008 entity
Predicate partOf P40 FINISHED
Object Hurst-Euless-Bedford area
The Hurst-Euless-Bedford area is a suburban region in the Dallas–Fort Worth metroplex of North Texas, encompassing the adjacent cities of Hurst, Euless, and Bedford and known for its residential communities and schools.
 E517514 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: Hurst-Euless-Bedford area | Statement: [Bedford, Texas, partOf, Hurst-Euless-Bedford area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hurst-Euless-Bedford area
Context triple: [Bedford, Texas, partOf, Hurst-Euless-Bedford area]
  • A. North Richland Hills, Texas
    North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
  • B. Grand Prairie
    Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
  • C. Southwest Dallas
    Southwest Dallas is a large, predominantly residential sector of Dallas, Texas, encompassing neighborhoods such as Oak Cliff and known for its historic character and cultural diversity.
  • 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. Duncanville
    Duncanville is a suburban city in the Dallas–Fort Worth metropolitan area of North Texas.
  • 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: Hurst-Euless-Bedford area
Triple: [Bedford, Texas, partOf, Hurst-Euless-Bedford area]
Generated description
The Hurst-Euless-Bedford area is a suburban region in the Dallas–Fort Worth metroplex of North Texas, encompassing the adjacent cities of Hurst, Euless, and Bedford and known for its residential communities and schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hurst-Euless-Bedford area
Target entity description: The Hurst-Euless-Bedford area is a suburban region in the Dallas–Fort Worth metroplex of North Texas, encompassing the adjacent cities of Hurst, Euless, and Bedford and known for its residential communities and schools.
  • A. North Richland Hills, Texas
    North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
  • B. Grand Prairie
    Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
  • C. Southwest Dallas
    Southwest Dallas is a large, predominantly residential sector of Dallas, Texas, encompassing neighborhoods such as Oak Cliff and known for its historic character and cultural diversity.
  • 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. Duncanville
    Duncanville is a suburban city in the Dallas–Fort Worth metropolitan area of North Texas.
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86cb13ac81909dc364e7d3605844 completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf334fb498819089a33be56fa47a01 completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf340a51848190b4722f456f997833 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34714e808190b06b47891ea31bbf completed March 22, 2026, 12:14 a.m.
Created at: March 20, 2026, 2:03 p.m.