Triple

T17000787
Position Surface form Disambiguated ID Type / Status
Subject West Natick E412435 entity
Predicate hasEducationProvider P21037 FINISHED
Object Natick Public Schools E404467 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: Natick Public Schools | Statement: [West Natick, hasEducationProvider, Natick Public Schools]

Disambiguation candidates (1 decision)

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: Natick Public Schools
Context triple: [West Natick, hasEducationProvider, Natick Public Schools]
  • A. Natick Public Schools chosen
    Natick Public Schools is the public school district serving students in the town of Natick, Massachusetts, across multiple elementary, middle, and high schools.
  • B. Natick High School
    Natick High School is a public secondary school serving students in grades 9–12 in the town of Natick, Massachusetts.
  • C. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • D. Wachusett Regional School District
    Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high schools.
  • E. Scituate school district
    Scituate School District is a public school system in Scituate, Rhode Island, serving students from several local villages including Clayville.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d886cb581c8190ab05f4b429c9cd85 elicitation completed
NER batch_69e3d37d9f9081909aef52426d88940d ner completed
NED1 batch_6a00dc1e2f708190999f6fab16fdabe8 ned_source_triple completed
Created at: April 10, 2026, 5:32 a.m.