Triple

T12634916
Position Surface form Disambiguated ID Type / Status
Subject Ashford, Connecticut E301735 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Ashford School District
Ashford School District is the public school system serving students in the town of Ashford, Connecticut.
E996287 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: Ashford School District | Statement: [Ashford, Connecticut, hasPublicSchoolDistrict, Ashford School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashford School District
Context triple: [Ashford, Connecticut, hasPublicSchoolDistrict, Ashford School District]
  • A. Avondale School District
    Avondale School District is a public school district in Michigan serving students from Bloomfield Township and surrounding communities.
  • B. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • C. Gresham-Barlow School District
    Gresham-Barlow School District is a public school district serving students in the Gresham area and surrounding communities in Oregon.
  • D. Rutherford School District
    Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
  • E. Avalon School District
    Avalon School District is a public school district serving the educational needs of students in the coastal community of Avalon, New Jersey.
  • 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: Ashford School District
Triple: [Ashford, Connecticut, hasPublicSchoolDistrict, Ashford School District]
Generated description
Ashford School District is the public school system serving students in the town of Ashford, Connecticut.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashford School District
Target entity description: Ashford School District is the public school system serving students in the town of Ashford, Connecticut.
  • A. Avondale School District
    Avondale School District is a public school district in Michigan serving students from Bloomfield Township and surrounding communities.
  • B. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • C. Gresham-Barlow School District
    Gresham-Barlow School District is a public school district serving students in the Gresham area and surrounding communities in Oregon.
  • D. Rutherford School District
    Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
  • E. Avalon School District
    Avalon School District is a public school district serving the educational needs of students in the coastal community of Avalon, New Jersey.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9610fab488190ac6e6d5cf056ae37 completed April 10, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66871998c8190af8bd3f9ec596ada completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f669f69fe4819097dfc63780e8587e completed May 2, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69f66b619c88819098acbfb60fac9921 completed May 2, 2026, 9:23 p.m.
Created at: April 9, 2026, 5:16 p.m.