Triple

T5157804
Position Surface form Disambiguated ID Type / Status
Subject North Richland Hills, Texas E116355 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Birdville Independent School District
Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
E498341 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: Birdville Independent School District | Statement: [North Richland Hills, Texas, hasSchoolDistrict, Birdville Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Birdville Independent School District
Context triple: [North Richland Hills, Texas, hasSchoolDistrict, Birdville Independent School District]
  • A. Bryan Independent School District
    Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
  • B. Tolar Independent School District
    Tolar Independent School District is a small public school district based in the rural community of Tolar in north-central Texas.
  • C. Crawford Independent School District
    Crawford Independent School District is a public school district serving the educational needs of students in and around the small community of Crawford in central Texas.
  • D. Argyle Independent School District
    Argyle Independent School District is a public school district in North Texas known for serving communities including parts of Flower Mound and for its strong academic and extracurricular programs.
  • E. Crandall Independent School District
    Crandall Independent School District is a public school district based in Crandall, Texas, serving students in Crandall and parts of surrounding communities including Seagoville.
  • 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: Birdville Independent School District
Triple: [North Richland Hills, Texas, hasSchoolDistrict, Birdville Independent School District]
Generated description
Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Birdville Independent School District
Target entity description: Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
  • A. Bryan Independent School District
    Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
  • B. Tolar Independent School District
    Tolar Independent School District is a small public school district based in the rural community of Tolar in north-central Texas.
  • C. Crawford Independent School District
    Crawford Independent School District is a public school district serving the educational needs of students in and around the small community of Crawford in central Texas.
  • D. Argyle Independent School District
    Argyle Independent School District is a public school district in North Texas known for serving communities including parts of Flower Mound and for its strong academic and extracurricular programs.
  • E. Crandall Independent School District
    Crandall Independent School District is a public school district based in Crandall, Texas, serving students in Crandall and parts of surrounding communities including Seagoville.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7902fbe48190abb58cb0b2b2b62d completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0168a648190a470507802aa8934 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed0b4c8648190a151383277a8297d completed March 21, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_69bed14d7a5c8190ac5b09f59a8dda1a completed March 21, 2026, 5:11 p.m.
Created at: March 20, 2026, 1:44 p.m.