Triple

T1258646
Position Surface form Disambiguated ID Type / Status
Subject Timothy Spall E12448 entity
Predicate notableWork P4 FINISHED
Object All or Nothing
All or Nothing is a 2002 British drama film written and directed by Mike Leigh that explores the lives and struggles of working-class families in London.
E151497 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: All or Nothing | Statement: [Timothy Spall, notableWork, All or Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: All or Nothing
Context triple: [Timothy Spall, notableWork, All or Nothing]
  • A. The best or nothing
    "The best or nothing" is the brand slogan of Mercedes-Benz, expressing its commitment to uncompromising quality, luxury, and engineering excellence.
  • B. Now Or Never
    "Now Or Never" is a track by American rapper Cochise, known for his energetic delivery and playful, melodic trap style.
  • C. Come and Get It
    Come and Get It is a 1936 American drama film, co-directed by Howard Hawks and William Wyler, best known for featuring Walter Brennan in an Oscar-winning supporting performance.
  • D. Blind Ambition
    Blind Ambition is a memoir by former White House Counsel John Dean that recounts his role in and perspective on the Watergate scandal.
  • E. I (Who Have Nothing)
    "I (Who Have Nothing)" is a dramatic soul ballad popularized by Ben E. King, known for its powerful vocals and themes of unrequited love and emotional desperation.
  • 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: All or Nothing
Triple: [Timothy Spall, notableWork, All or Nothing]
Generated description
All or Nothing is a 2002 British drama film written and directed by Mike Leigh that explores the lives and struggles of working-class families in London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: All or Nothing
Target entity description: All or Nothing is a 2002 British drama film written and directed by Mike Leigh that explores the lives and struggles of working-class families in London.
  • A. The best or nothing
    "The best or nothing" is the brand slogan of Mercedes-Benz, expressing its commitment to uncompromising quality, luxury, and engineering excellence.
  • B. Now Or Never
    "Now Or Never" is a track by American rapper Cochise, known for his energetic delivery and playful, melodic trap style.
  • C. Come and Get It
    Come and Get It is a 1936 American drama film, co-directed by Howard Hawks and William Wyler, best known for featuring Walter Brennan in an Oscar-winning supporting performance.
  • D. Blind Ambition
    Blind Ambition is a memoir by former White House Counsel John Dean that recounts his role in and perspective on the Watergate scandal.
  • E. I (Who Have Nothing)
    "I (Who Have Nothing)" is a dramatic soul ballad popularized by Ben E. King, known for its powerful vocals and themes of unrequited love and emotional desperation.
  • 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_69a4933352e08190ac617291985e76c0 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bfc3a2848190891e73b351019d5b completed March 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf1c90608190a0fa4d3722897966 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfc03f20819089a025fc745c9203 completed March 8, 2026, 12:16 a.m.
NED2 Entity disambiguation (via description) batch_69acc0282080819087676813c2852a96 completed March 8, 2026, 12:17 a.m.
Created at: March 1, 2026, 7:50 p.m.