Triple

T9205575
Position Surface form Disambiguated ID Type / Status
Subject Somerset, Massachusetts E220967 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Somerset Public Schools
Somerset Public Schools is the public school district serving students in the town of Somerset, Massachusetts.
E785857 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: Somerset Public Schools | Statement: [Somerset, Massachusetts, hasPublicSchoolDistrict, Somerset Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Somerset Public Schools
Context triple: [Somerset, Massachusetts, hasPublicSchoolDistrict, Somerset Public Schools]
  • A. Somerset County Vocational and Technical High School
    Somerset County Vocational and Technical High School is a public career and technical education high school in Somerset County, New Jersey, offering specialized vocational programs alongside traditional academic coursework.
  • B. Somerville Public School District
    Somerville Public School District is a local public education system serving students in the borough of Somerville, New Jersey.
  • C. Somers Central School District
    Somers Central School District is a public school district serving students in the town of Somers in northern Westchester County, New York.
  • D. Somers Middle School
    Somers Middle School is a public middle school serving students in the Somers, New York community.
  • E. Somersworth Middle School
    Somersworth Middle School is a public middle school serving students in the city of Somersworth, New Hampshire.
  • 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: Somerset Public Schools
Triple: [Somerset, Massachusetts, hasPublicSchoolDistrict, Somerset Public Schools]
Generated description
Somerset Public Schools is the public school district serving students in the town of Somerset, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Somerset Public Schools
Target entity description: Somerset Public Schools is the public school district serving students in the town of Somerset, Massachusetts.
  • A. Somerset County Vocational and Technical High School
    Somerset County Vocational and Technical High School is a public career and technical education high school in Somerset County, New Jersey, offering specialized vocational programs alongside traditional academic coursework.
  • B. Somerville Public School District
    Somerville Public School District is a local public education system serving students in the borough of Somerville, New Jersey.
  • C. Somers Central School District
    Somers Central School District is a public school district serving students in the town of Somers in northern Westchester County, New York.
  • D. Somers Middle School
    Somers Middle School is a public middle school serving students in the Somers, New York community.
  • E. Somersworth Middle School
    Somersworth Middle School is a public middle school serving students in the city of Somersworth, New Hampshire.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd947a0a08190966f22a6207c9120 completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d065e09fbc81908159b386038b3d73 completed April 4, 2026, 1:14 a.m.
NEDg Description generation batch_69d0676ea53c81908b16dfce6810f6b0 completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d0684c1a108190bc7fdfdced16e24c completed April 4, 2026, 1:24 a.m.
Created at: March 30, 2026, 7:26 p.m.