Triple

T13468762
Position Surface form Disambiguated ID Type / Status
Subject Middleborough, Massachusetts E311573 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Middleborough Public Schools
Middleborough Public Schools is the public school district that serves students in the town of Middleborough, Massachusetts.
 E1045384 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: Middleborough Public Schools | Statement: [Middleborough, Massachusetts, hasSchoolDistrict, Middleborough Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Middleborough Public Schools
Context triple: [Middleborough, Massachusetts, hasSchoolDistrict, Middleborough Public Schools]
  • A. Middleborough High School
    Middleborough High School is a public secondary school serving students in grades 9–12 in the town of Middleborough, Massachusetts.
  • B. Longmeadow Public Schools
    Longmeadow Public Schools is the public school district that serves students in the suburban community of Longmeadow, Massachusetts.
  • C. Duxbury Public Schools
    Duxbury Public Schools is the public school district responsible for providing K–12 education to students in the coastal town of Duxbury, Massachusetts.
  • D. Duxbury High School
    Duxbury High School is a public secondary school serving students in the coastal town of Duxbury, Massachusetts.
  • E. Weymouth Public Schools
    Weymouth Public Schools is the public school district serving students in the town of Weymouth, Massachusetts.
  • 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: Middleborough Public Schools
Triple: [Middleborough, Massachusetts, hasSchoolDistrict, Middleborough Public Schools]
Generated description
Middleborough Public Schools is the public school district that serves students in the town of Middleborough, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Middleborough Public Schools
Target entity description: Middleborough Public Schools is the public school district that serves students in the town of Middleborough, Massachusetts.
  • A. Middleborough High School
    Middleborough High School is a public secondary school serving students in grades 9–12 in the town of Middleborough, Massachusetts.
  • B. Longmeadow Public Schools
    Longmeadow Public Schools is the public school district that serves students in the suburban community of Longmeadow, Massachusetts.
  • C. Duxbury Public Schools
    Duxbury Public Schools is the public school district responsible for providing K–12 education to students in the coastal town of Duxbury, Massachusetts.
  • D. Duxbury High School
    Duxbury High School is a public secondary school serving students in the coastal town of Duxbury, Massachusetts.
  • E. Weymouth Public Schools
    Weymouth Public Schools is the public school district serving students in the town of Weymouth, Massachusetts.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf21e46081908a00c9acf54f270f completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7547d4f20819096765e125396e471 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75702e8c481909f668b41c8606514 completed May 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69f75779113c81909e1d06d79fc3d8a9 completed May 3, 2026, 2:11 p.m.
Created at: April 9, 2026, 9:42 p.m.