Triple

T13021647
Position Surface form Disambiguated ID Type / Status
Subject Duxbury, Massachusetts E326184 entity
Predicate servedBySchoolDistrict P226 FINISHED
Object 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.
E1014793 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: Duxbury Public Schools | Statement: [Duxbury, Massachusetts, servedBySchoolDistrict, Duxbury Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duxbury Public Schools
Context triple: [Duxbury, Massachusetts, servedBySchoolDistrict, Duxbury Public Schools]
  • A. Barnstable Public Schools
    Barnstable Public Schools is the public school district serving students in the town of Barnstable, Massachusetts, including the village of Centerville.
  • B. Dover-Sherborn Regional School District
    Dover-Sherborn Regional School District is a public school district in Massachusetts that serves the towns of Dover and Sherborn, providing K–12 education through a shared regional system.
  • C. Dedham Public Schools
    Dedham Public Schools is the public school district serving students in the town of Dedham, Massachusetts.
  • D. Masconomet Regional School District
    Masconomet Regional School District is a public regional school system in northeastern Massachusetts that serves students from the towns of Boxford, Middleton, and Topsfield.
  • E. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, 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: Duxbury Public Schools
Triple: [Duxbury, Massachusetts, servedBySchoolDistrict, Duxbury Public Schools]
Generated description
Duxbury Public Schools is the public school district responsible for providing K–12 education to students in the coastal town of Duxbury, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duxbury Public Schools
Target entity description: Duxbury Public Schools is the public school district responsible for providing K–12 education to students in the coastal town of Duxbury, Massachusetts.
  • A. Barnstable Public Schools
    Barnstable Public Schools is the public school district serving students in the town of Barnstable, Massachusetts, including the village of Centerville.
  • B. Dover-Sherborn Regional School District
    Dover-Sherborn Regional School District is a public school district in Massachusetts that serves the towns of Dover and Sherborn, providing K–12 education through a shared regional system.
  • C. Dedham Public Schools
    Dedham Public Schools is the public school district serving students in the town of Dedham, Massachusetts.
  • D. Masconomet Regional School District
    Masconomet Regional School District is a public regional school system in northeastern Massachusetts that serves students from the towns of Boxford, Middleton, and Topsfield.
  • E. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ed05e9c8190a4f208662bca0602 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c119e19c81908ae2b1caff6f2f32 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20aff008190a1a10ac02ed08726 completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c2de143c81908164f5df2b92e5c3 completed May 3, 2026, 3:37 a.m.
Created at: April 9, 2026, 8:52 p.m.