Triple

T9868297
Position Surface form Disambiguated ID Type / Status
Subject Calhoun, Louisiana E239889 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Calhoun Middle School
Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
 E827388 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: Calhoun Middle School | Statement: [Calhoun, Louisiana, hasEducationalInstitution, Calhoun Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calhoun Middle School
Context triple: [Calhoun, Louisiana, hasEducationalInstitution, Calhoun Middle School]
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Calvert Middle School
    Calvert Middle School is a public middle school serving students in the Prince Frederick area of Calvert County, Maryland.
  • C. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • D. Arlington Middle School
    Arlington Middle School is a public middle school serving students in the suburban community of Arlington, Tennessee.
  • E. Rutledge Middle School
    Rutledge Middle School is a public middle school serving students in the Midfield, Alabama community.
  • 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: Calhoun Middle School
Triple: [Calhoun, Louisiana, hasEducationalInstitution, Calhoun Middle School]
Generated description
Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Calhoun Middle School
Target entity description: Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Calvert Middle School
    Calvert Middle School is a public middle school serving students in the Prince Frederick area of Calvert County, Maryland.
  • C. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • D. Arlington Middle School
    Arlington Middle School is a public middle school serving students in the suburban community of Arlington, Tennessee.
  • E. Rutledge Middle School
    Rutledge Middle School is a public middle school serving students in the Midfield, Alabama community.
  • 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_69ca84e7506c819095cbde4ff16512bb completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3d34e4c81908c0fc14dd6d015cc completed April 2, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eae2189c81909629e4bd46097051 completed April 5, 2026, 4:53 a.m.
NEDg Description generation batch_69d1ebec25508190ac4c0adb629f79b0 completed April 5, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec65d5e881909e4caa180b0f8867 completed April 5, 2026, 5 a.m.
Created at: March 30, 2026, 8:36 p.m.