Triple

T2462077
Position Surface form Disambiguated ID Type / Status
Subject Get Out E54553 entity
Predicate cinematographyBy P1953 FINISHED
Object Toby Oliver
Toby Oliver is an Australian cinematographer best known for his work on the acclaimed horror film "Get Out" and other prominent genre movies.
E268287 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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 Oliver | Statement: [Get Out, cinematographyBy, Toby Oliver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Oliver
Context triple: [Get Out, cinematographyBy, Toby Oliver]
  • A. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • B. Tobey Marshall
    Tobey Marshall is a skilled street racer and mechanic who becomes the protagonist seeking revenge and redemption in the 2014 action film "Need for Speed."
  • C. Luc Longley
    Luc Longley is an Australian former professional basketball center best known for winning three consecutive NBA championships with the Chicago Bulls in the 1990s.
  • D. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • E. Ben Atkinson
    Ben Atkinson is one of the children of British comedian and actor Rowan Atkinson, best known for his iconic role as Mr. Bean.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
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: Toby Oliver
Triple: [Get Out, cinematographyBy, Toby Oliver]
Generated description
Toby Oliver is an Australian cinematographer best known for his work on the acclaimed horror film "Get Out" and other prominent genre movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Oliver
Target entity description: Toby Oliver is an Australian cinematographer best known for his work on the acclaimed horror film "Get Out" and other prominent genre movies.
  • A. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • B. Tobey Marshall
    Tobey Marshall is a skilled street racer and mechanic who becomes the protagonist seeking revenge and redemption in the 2014 action film "Need for Speed."
  • C. Luc Longley
    Luc Longley is an Australian former professional basketball center best known for winning three consecutive NBA championships with the Chicago Bulls in the 1990s.
  • D. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • E. Ben Atkinson
    Ben Atkinson is one of the children of British comedian and actor Rowan Atkinson, best known for his iconic role as Mr. Bean.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd11f093c8190877db3026d430bd5 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0d561a081909310113658b98f12 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef8380d24819092b6502117a8ed42 completed March 9, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_69aef936b86c81908573ea73314fe6a9 completed March 9, 2026, 4:45 p.m.
Created at: March 6, 2026, 9:44 p.m.