Triple

T8760850
Position Surface form Disambiguated ID Type / Status
Subject Leominster, Massachusetts E208192 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Leominster Public Schools
Leominster Public Schools is the public school district serving students in the city of Leominster, Massachusetts.
 E754732 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: Leominster Public Schools | Statement: [Leominster, Massachusetts, hasPublicSchoolDistrict, Leominster Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leominster Public Schools
Context triple: [Leominster, Massachusetts, hasPublicSchoolDistrict, Leominster Public Schools]
  • A. Leominster High School
    Leominster High School is a public secondary school serving students in the city of Leominster, Massachusetts.
  • B. Athol-Royalston Regional School District
    Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
  • C. Salem School District
    Salem School District is the public school system serving the educational needs of students in the town of Salem, New Hampshire.
  • D. Farmington River Regional School District
    Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
  • E. Newton Public Schools
    Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
  • 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: Leominster Public Schools
Triple: [Leominster, Massachusetts, hasPublicSchoolDistrict, Leominster Public Schools]
Generated description
Leominster Public Schools is the public school district serving students in the city of Leominster, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leominster Public Schools
Target entity description: Leominster Public Schools is the public school district serving students in the city of Leominster, Massachusetts.
  • A. Leominster High School
    Leominster High School is a public secondary school serving students in the city of Leominster, Massachusetts.
  • B. Athol-Royalston Regional School District
    Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
  • C. Salem School District
    Salem School District is the public school system serving the educational needs of students in the town of Salem, New Hampshire.
  • D. Farmington River Regional School District
    Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
  • E. Newton Public Schools
    Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5df9729481908679151988b76d2f completed March 31, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf434bcac08190be07175a26804185 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf452b237c8190958f7b42e9611e7b completed April 3, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69cf45e6f4108190ac6955264b466abb completed April 3, 2026, 4:45 a.m.
Created at: March 30, 2026, 6:40 p.m.