Triple

T5171288
Position Surface form Disambiguated ID Type / Status
Subject Marshall High School (service area) E116683 entity
Predicate educationAuthority P340 FINISHED
Object Fairfax County Public Schools E20373 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: Fairfax County Public Schools | Statement: [Marshall High School (service area), educationAuthority, Fairfax County Public Schools]

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: Fairfax County Public Schools
Context triple: [Marshall High School (service area), educationAuthority, Fairfax County Public Schools]
  • A. Fairfax County Public Schools chosen
    Fairfax County Public Schools is a large public school district in Northern Virginia serving students in Fairfax County and the City of Fairfax, known for its academic rigor and extensive educational programs.
  • B. Fairfax City Public Schools
    Fairfax City Public Schools is the small, independent public school division that serves students residing in the City of Fairfax, Virginia, operating in close partnership with neighboring Fairfax County Public Schools.
  • C. Loudoun County Public Schools
    Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
  • D. Arlington Public Schools
    Arlington Public Schools is the public school district serving students in the town of Arlington, Massachusetts.
  • E. Fauquier County Public Schools
    Fauquier County Public Schools is the public school district serving Fauquier County, Virginia, overseeing multiple elementary, middle, and high schools including Fauquier High School.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: educationAuthority
Context triple: [Marshall High School (service area), educationAuthority, Fairfax County Public Schools]
  • A. educationRight
    Indicates that an entity holds a right or entitlement to receive education or educational opportunities.
  • B. educationField
    Indicates the academic or professional discipline in which an entity has been educated or trained.
  • C. educationType
    Indicates the specific category or level of education associated with an entity, such as formal, informal, primary, secondary, or higher education.
  • D. educationProvision
    Indicates the act or arrangement of supplying educational services, resources, or opportunities to individuals or groups.
  • E. educationSystem chosen
    Indicates the relationship in which an entity is part of, governed by, or operates within a particular system or structure of education.
  • F. None of above.

Provenance (4 batches)

Stage Batch ID Job type Status
creating batch_69bd445ff97c81909a2615cc56235470 elicitation completed
NER batch_69bd79508610819087abec175da8c847 ner completed
NED1 batch_69bef7f3f7588190b1a09b408248d18b ned_source_triple completed
PD batch_69bd77b36c008190b91011a9fa52b3d2 pd completed
Created at: March 20, 2026, 1:45 p.m.