Triple

T12582964
Position Surface form Disambiguated ID Type / Status
Subject A Ghost Story E300384 entity
Predicate producer P490 FINISHED
Object Toby Halbrooks E421824 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: Toby Halbrooks | Statement: [A Ghost Story, producer, Toby Halbrooks]

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: Toby Halbrooks
Context triple: [A Ghost Story, producer, Toby Halbrooks]
  • A. Toby Halbrooks chosen
    Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
  • B. Toby Harvard
    Toby Harvard is a British screenwriter known for his work on offbeat and genre-bending films, including collaborations with director Ant Timpson such as the horror-comedy "Come to Daddy."
  • C. Toby Nealey
    Toby Nealey is the central protagonist of the British thriller film "I Came By," around whom the story’s suspenseful events and moral conflicts revolve.
  • D. Toby Nankervis
    Toby Nankervis is an Australian rules footballer known as a premiership-winning ruckman and co-captain of the Richmond Football Club in the AFL.
  • E. Toby Irvine
    Toby Irvine is a British actor known for playing the younger version of the main character, Pip, in the 2012 film adaptation of "Great Expectations."
  • 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_69d7bde87b648190bcd0266e9efde098 elicitation completed
NER batch_69d954b97a508190b6c901c506441dd0 ner completed
NED1 batch_69f65ebab65081908a174586f0ebb16f ned_source_triple completed
Created at: April 9, 2026, 5:03 p.m.