Triple

T20494188
Position Surface form Disambiguated ID Type / Status
Subject Higley Unified School District E502824 entity
Predicate hasMiddleSchool P113 FINISHED
Object Cooley Middle School
Cooley Middle School is a public middle school in Arizona that serves students in grades 6–8 as part of the Higley Unified School District.
 E1434851 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: Cooley Middle School | Statement: [Higley Unified School District, hasMiddleSchool, Cooley Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cooley Middle School
Context triple: [Higley Unified School District, hasMiddleSchool, Cooley Middle School]
  • A. Cole Middle School
    Cole Middle School is a public middle school serving students in the East Greenwich, Rhode Island community.
  • B. Arthur W. Coolidge Middle School
    Arthur W. Coolidge Middle School is a public middle school serving students in the town of Reading, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • E. Coleman Middle School
    Coleman Middle School is a public middle school serving students in the Duluth area of Gwinnett County, Georgia.
  • 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: Cooley Middle School
Triple: [Higley Unified School District, hasMiddleSchool, Cooley Middle School]
Generated description
Cooley Middle School is a public middle school in Arizona that serves students in grades 6–8 as part of the Higley Unified School District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cooley Middle School
Target entity description: Cooley Middle School is a public middle school in Arizona that serves students in grades 6–8 as part of the Higley Unified School District.
  • A. Cole Middle School
    Cole Middle School is a public middle school serving students in the East Greenwich, Rhode Island community.
  • B. Arthur W. Coolidge Middle School
    Arthur W. Coolidge Middle School is a public middle school serving students in the town of Reading, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • E. Coleman Middle School
    Coleman Middle School is a public middle school serving students in the Duluth area of Gwinnett County, Georgia.
  • 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_69e0b4b0373881909dd3e9387f82eab4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69cbc58d08190bf3f6b60259a8be1 completed April 20, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893b8a86081908783a9b8cf2dc485 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a08962f4e3881908df0bb55b6239c86 completed May 16, 2026, 4:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0896b417bc8190963b69f84ea0e3c8 completed May 16, 2026, 4:09 p.m.
Created at: April 16, 2026, 11:35 a.m.