Triple

T12532031
Position Surface form Disambiguated ID Type / Status
Subject Cheshire, Connecticut E299591 entity
Predicate schoolDistrict P226 FINISHED
Object Cheshire Public Schools
Cheshire Public Schools is the public school district serving students in the town of Cheshire, Connecticut.
E988446 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: Cheshire Public Schools | Statement: [Cheshire, Connecticut, schoolDistrict, Cheshire Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheshire Public Schools
Context triple: [Cheshire, Connecticut, schoolDistrict, Cheshire Public Schools]
  • A. Colchester Public Schools
    Colchester Public Schools is the public school district serving the town of Colchester, Connecticut, overseeing multiple schools including Bacon Academy.
  • B. Colchester School District
    Colchester School District is the public school system serving students in the town of Colchester, Vermont.
  • C. Cheshire Academy
    Cheshire Academy is a historic independent college-preparatory boarding and day school in Cheshire, Connecticut, known for its rigorous academics and notable alumni.
  • D. Chelmsford Public Schools
    Chelmsford Public Schools is the public school district that serves students in the town of Chelmsford, Massachusetts, operating its local elementary, middle, and high schools.
  • E. Essex Fells School District
    Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
  • 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: Cheshire Public Schools
Triple: [Cheshire, Connecticut, schoolDistrict, Cheshire Public Schools]
Generated description
Cheshire Public Schools is the public school district serving students in the town of Cheshire, Connecticut.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheshire Public Schools
Target entity description: Cheshire Public Schools is the public school district serving students in the town of Cheshire, Connecticut.
  • A. Colchester Public Schools
    Colchester Public Schools is the public school district serving the town of Colchester, Connecticut, overseeing multiple schools including Bacon Academy.
  • B. Colchester School District
    Colchester School District is the public school system serving students in the town of Colchester, Vermont.
  • C. Cheshire Academy
    Cheshire Academy is a historic independent college-preparatory boarding and day school in Cheshire, Connecticut, known for its rigorous academics and notable alumni.
  • D. Chelmsford Public Schools
    Chelmsford Public Schools is the public school district that serves students in the town of Chelmsford, Massachusetts, operating its local elementary, middle, and high schools.
  • E. Essex Fells School District
    Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9546b8fd48190ae90e80785b2e2d1 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc8866c81908821525b595715e2 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64da25bf88190889273bf41e2f154 completed May 2, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f65213ed84819086fda178aaf9e774 completed May 2, 2026, 7:35 p.m.
Created at: April 8, 2026, 9:57 p.m.