Triple

T13845596
Position Surface form Disambiguated ID Type / Status
Subject Milton, Vermont E332795 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Milton Town School District
Milton Town School District is the public school district that serves students in the town of Milton in northwestern Vermont.
E1064398 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: Milton Town School District | Statement: [Milton, Vermont, hasSchoolDistrict, Milton Town School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton Town School District
Context triple: [Milton, Vermont, hasSchoolDistrict, Milton Town School District]
  • A. Milton Public Schools
    Milton Public Schools is the public school district serving the town of Milton, Massachusetts, providing K–12 education through its network of elementary, middle, and high schools.
  • B. Milton High School
    Milton High School is a public secondary school serving the community of Milton, Massachusetts.
  • C. Milton High School
    Milton High School is a public secondary school serving students in the Milton, Georgia area, known for its strong academics and extracurricular programs.
  • D. Milton High School
    Milton High School is a public secondary school in Santa Rosa County, Florida, serving local students with a range of academic and extracurricular programs.
  • E. Sachem Central School District
    Sachem Central School District is a large public school district on Long Island, New York, serving students in and around the Ronkonkoma area with multiple elementary, middle, and high 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: Milton Town School District
Triple: [Milton, Vermont, hasSchoolDistrict, Milton Town School District]
Generated description
Milton Town School District is the public school district that serves students in the town of Milton in northwestern Vermont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton Town School District
Target entity description: Milton Town School District is the public school district that serves students in the town of Milton in northwestern Vermont.
  • A. Milton Public Schools
    Milton Public Schools is the public school district serving the town of Milton, Massachusetts, providing K–12 education through its network of elementary, middle, and high schools.
  • B. Milton High School
    Milton High School is a public secondary school serving students in the Milton, Georgia area, known for its strong academics and extracurricular programs.
  • C. Milton High School
    Milton High School is a public secondary school serving the community of Milton, Massachusetts.
  • D. Milton High School
    Milton High School is a public secondary school in Santa Rosa County, Florida, serving local students with a range of academic and extracurricular programs.
  • E. Sachem Central School District
    Sachem Central School District is a large public school district on Long Island, New York, serving students in and around the Ronkonkoma area with multiple elementary, middle, and high 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b1a25c8190a9f85ba43c421188 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8fa40108190b13dc827a9951601 completed May 3, 2026, 9:07 p.m.
NEDg Description generation batch_69f7b9da1f848190a0c7e8d8a2b0954d completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7bbf47c888190be32a4105903120a completed May 3, 2026, 9:19 p.m.
Created at: April 9, 2026, 10:13 p.m.