Triple

T11938622
Position Surface form Disambiguated ID Type / Status
Subject Whately, Massachusetts E284115 entity
Predicate schoolDistrict P226 FINISHED
Object Frontier Regional and Union 38 School Districts
Frontier Regional and Union 38 School Districts is a public school system serving multiple small towns in western Massachusetts, including Whately, and providing K–12 education through a combination of local elementary schools and a shared regional secondary school.
 E955039 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Frontier Regional and Union 38 School Districts | Statement: [Whately, Massachusetts, schoolDistrict, Frontier Regional and Union 38 School Districts]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontier Regional and Union 38 School Districts
Context triple: [Whately, Massachusetts, schoolDistrict, Frontier Regional and Union 38 School Districts]
  • A. Frontier Central School District
    Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
  • B. Reed Union School District
    Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
  • C. Greenfield Union School District
    Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
  • D. Rutherford School District
    Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
  • E. White River School District
    White River School District is a public school district serving students in and around the city of Buckley in Washington State.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frontier Regional and Union 38 School Districts
Target entity description: Frontier Regional and Union 38 School Districts is a public school system serving multiple small towns in western Massachusetts, including Whately, and providing K–12 education through a combination of local elementary schools and a shared regional secondary school.
  • A. Frontier Central School District
    Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
  • B. Reed Union School District
    Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
  • C. Greenfield Union School District
    Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
  • D. Rutherford School District
    Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
  • E. White River School District
    White River School District is a public school district serving students in and around the city of Buckley in Washington State.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Frontier Regional and Union 38 School Districts
Triple: [Whately, Massachusetts, schoolDistrict, Frontier Regional and Union 38 School Districts]
Generated description
Frontier Regional and Union 38 School Districts is a public school system serving multiple small towns in western Massachusetts, including Whately, and providing K–12 education through a combination of local elementary schools and a shared regional secondary school.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ab2ce9c48190b5d39511b524f666 elicitation completed
NER batch_69d903415d2481909d84e6727454b9fe ner completed
NED1 batch_69f4409a40dc81909d87c50601b98b78 ned_source_triple completed
NED2 batch_69f44afdc7b08190bdf47cfcb94c34c8 ned_description completed
NEDg batch_69f448fc874081908fe05f9d8aff11a3 nedg completed
Created at: April 8, 2026, 9:45 p.m.