Triple

T17874896
Position Surface form Disambiguated ID Type / Status
Subject Allen Independent School District E446927 entity
Predicate regionServed P82 FINISHED
Object northern Dallas–Fort Worth metropolitan area NE NERFINISHED

How this triple was built (2 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: northern Dallas–Fort Worth metropolitan area | Statement: [Allen Independent School District, regionServed, northern Dallas–Fort Worth metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northern Dallas–Fort Worth metropolitan area
Context triple: [Allen Independent School District, regionServed, northern Dallas–Fort Worth metropolitan area]
  • A. North Texas chosen
    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.
  • B. North-central Texas
    North-central Texas is a region of Texas characterized by a mix of rural communities and growing urban centers, including parts of the Dallas–Fort Worth area and surrounding small towns.
  • C. Dallas–Fort Worth suburbs
    The Dallas–Fort Worth suburbs are the rapidly growing residential and commercial communities surrounding the Dallas and Fort Worth urban cores in North Texas, known for sprawling neighborhoods, shopping centers, and commuter-oriented development.
  • D. North Dallas area
    The North Dallas area is an affluent, predominantly residential region of Dallas, Texas, known for its upscale neighborhoods, strong public and private schools, and proximity to major business and shopping districts.
  • E. Northeast Texas region
    The Northeast Texas region is an area of Texas known for its mix of small rural communities, piney woods landscapes, and a blend of Southern and East Texas cultural influences.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa54d1481908c0af8533edd51c4 completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 10:18 a.m.