Triple

T17548222
Position Surface form Disambiguated ID Type / Status
Subject Doncaster Sheffield Airport E427384 entity
Predicate nearestRailwayStation P4625 FINISHED
Object Doncaster railway station — NE NERFINISHED

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: Doncaster railway station | Statement: [Doncaster Sheffield Airport, nearestRailwayStation, Doncaster railway station]

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: Doncaster railway station
Context triple: [Doncaster Sheffield Airport, nearestRailwayStation, Doncaster railway station]
  • A. Doncaster railway station chosen
    Doncaster railway station is a major railway hub in South Yorkshire, England, situated on the East Coast Main Line and serving as an important interchange for long-distance and regional services.
  • B. Wakefield station
    Wakefield station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Wakefield, Massachusetts, serving the Haverhill Line north of Boston.
  • C. Barnsley railway station
    Barnsley railway station is the main rail transport hub serving the town of Barnsley in South Yorkshire, England, providing regional and local train services.
  • D. Nottingham railway station
    Nottingham railway station is the main railway hub in Nottingham, England, providing regional and long-distance services across the East Midlands and beyond.
  • E. Durham railway station
    Durham railway station is a historic mainline railway station in the city of Durham, England, serving as a key stop on the East Coast Main Line between London and Edinburgh.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d889df6dc081908f67dbadc03c07ee elicitation completed
NER batch_69e454631e148190a1d46a6ecb79c71a ner completed
Created at: April 10, 2026, 5:49 a.m.