Triple

T2326329
Position Surface form Disambiguated ID Type / Status
Subject The Boys from Brazil (1978 film) E48295 entity
Predicate producer P490 FINISHED
Object Stanley O’Toole
Stanley O’Toole was a British film producer known for his work on major international productions, including the thriller "The Boys from Brazil" (1978).
E255075 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: Stanley O’Toole | Statement: [The Boys from Brazil (1978 film), producer, Stanley O’Toole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanley O’Toole
Context triple: [The Boys from Brazil (1978 film), producer, Stanley O’Toole]
  • A. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • B. Michael Heseltine
    Michael Heseltine is a British Conservative politician and businessman who served in several senior government roles, including Deputy Prime Minister under John Major, and was known for his pro-European stance and high-profile clashes within his party.
  • C. Michael Portillo
    Michael Portillo is a British journalist, broadcaster, and former Conservative politician known for his cabinet roles in the 1990s and his popular railway travel television series.
  • D. Michael Young
    Michael Young is a former Major League Baseball infielder best known for his long, productive career with the Texas Rangers, during which he became one of the franchise’s most consistent and versatile hitters.
  • E. William Hague
    William Hague is a British Conservative politician and former Foreign Secretary who also served as Leader of the Opposition and held several senior cabinet posts.
  • 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: Stanley O’Toole
Triple: [The Boys from Brazil (1978 film), producer, Stanley O’Toole]
Generated description
Stanley O’Toole was a British film producer known for his work on major international productions, including the thriller "The Boys from Brazil" (1978).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanley O’Toole
Target entity description: Stanley O’Toole was a British film producer known for his work on major international productions, including the thriller "The Boys from Brazil" (1978).
  • A. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • B. Michael Heseltine
    Michael Heseltine is a British Conservative politician and businessman who served in several senior government roles, including Deputy Prime Minister under John Major, and was known for his pro-European stance and high-profile clashes within his party.
  • C. Michael Portillo
    Michael Portillo is a British journalist, broadcaster, and former Conservative politician known for his cabinet roles in the 1990s and his popular railway travel television series.
  • D. Michael Young
    Michael Young is a former Major League Baseball infielder best known for his long, productive career with the Texas Rangers, during which he became one of the franchise’s most consistent and versatile hitters.
  • E. William Hague
    William Hague is a British Conservative politician and former Foreign Secretary who also served as Leader of the Opposition and held several senior cabinet posts.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc64b62a08190b5a415769ce42645 completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897004308190bc2e335e9caea2ca completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8ace309c8190b57426d1449de723 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b56d8548190aa6a99f3f7d99c3e completed March 9, 2026, 8:56 a.m.
Created at: March 4, 2026, 7:50 p.m.