Triple

T23254412
Position Surface form Disambiguated ID Type / Status
Subject Cedar Hill Independent School District E581825 entity
Predicate hasMiddleSchool P113 FINISHED
Object Permenter Middle School
Permenter Middle School is a public middle school serving students in the Cedar Hill, Texas area as part of the Cedar Hill Independent School District.
E1576973 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: Permenter Middle School | Statement: [Cedar Hill Independent School District, hasMiddleSchool, Permenter Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Permenter Middle School
Context triple: [Cedar Hill Independent School District, hasMiddleSchool, Permenter Middle School]
  • A. Perry Middle School
    Perry Middle School is a public middle school serving students in the Perry, Georgia area.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • D. Smith Middle School
    Smith Middle School is a public middle school in the Troy School District, serving students in the intermediate grades with a comprehensive academic and extracurricular program.
  • E. Hunter Middle School
    Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
  • 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: Permenter Middle School
Triple: [Cedar Hill Independent School District, hasMiddleSchool, Permenter Middle School]
Generated description
Permenter Middle School is a public middle school serving students in the Cedar Hill, Texas area as part of the Cedar Hill Independent School District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Permenter Middle School
Target entity description: Permenter Middle School is a public middle school serving students in the Cedar Hill, Texas area as part of the Cedar Hill Independent School District.
  • A. Perry Middle School
    Perry Middle School is a public middle school serving students in the Perry, Georgia area.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • D. Smith Middle School
    Smith Middle School is a public middle school in the Troy School District, serving students in the intermediate grades with a comprehensive academic and extracurricular program.
  • E. Hunter Middle School
    Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193f9d904819097315c9bf031f667 completed April 29, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f6a050c81908242087190a5a42e completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c40297d3c8190b366b60cec3dbbf8 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40ffd67481908931ffc2d91fb02b completed May 19, 2026, 10:52 a.m.
Created at: April 17, 2026, 4:11 p.m.