Triple

T4176656
Position Surface form Disambiguated ID Type / Status
Subject James Bond: Die Another Day E86492 entity
Predicate starring P1507 FINISHED
Object Michael Madsen
Michael Madsen is an American actor known for his tough-guy roles in films such as Reservoir Dogs, Kill Bill, and numerous other crime and action movies.
 E314429 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: Michael Madsen | Statement: [James Bond: Die Another Day, starring, Michael Madsen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Madsen
Context triple: [James Bond: Die Another Day, starring, Michael Madsen]
  • A. Michael Madsen
    Michael Madsen is an American actor known for his tough-guy roles in films such as Reservoir Dogs, Kill Bill, and other Quentin Tarantino movies.
  • B. Charles Bronson
    Charles Bronson was an American film actor best known for his tough-guy roles in action and Western movies, including the "Death Wish" series.
  • C. Armand Assante
    Armand Assante is an American actor known for his intense screen presence and roles in crime dramas and historical films.
  • D. Cole Hauser
    Cole Hauser is an American actor known for his tough, authoritative roles in films like "Dazed and Confused," "Pitch Black," and "2 Fast 2 Furious," as well as the TV series "Yellowstone."
  • E. Tim Roth
    Tim Roth is an English actor known for his intense, often villainous roles in films such as "Reservoir Dogs," "Pulp Fiction," and "Rob Roy," as well as his collaborations with directors like Quentin Tarantino.
  • 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: Michael Madsen
Triple: [James Bond: Die Another Day, starring, Michael Madsen]
Generated description
Michael Madsen is an American actor known for his tough-guy roles in films such as Reservoir Dogs, Kill Bill, and numerous other crime and action movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Madsen
Target entity description: Michael Madsen is an American actor known for his tough-guy roles in films such as Reservoir Dogs, Kill Bill, and numerous other crime and action movies.
  • A. Michael Madsen chosen
    Michael Madsen is an American actor known for his tough-guy roles in films such as Reservoir Dogs, Kill Bill, and other Quentin Tarantino movies.
  • B. Charles Bronson
    Charles Bronson was an American film actor best known for his tough-guy roles in action and Western movies, including the "Death Wish" series.
  • C. Armand Assante
    Armand Assante is an American actor known for his intense screen presence and roles in crime dramas and historical films.
  • D. Cole Hauser
    Cole Hauser is an American actor known for his tough, authoritative roles in films like "Dazed and Confused," "Pitch Black," and "2 Fast 2 Furious," as well as the TV series "Yellowstone."
  • E. Tim Roth
    Tim Roth is an English actor known for his intense, often villainous roles in films such as "Reservoir Dogs," "Pulp Fiction," and "Rob Roy," as well as his collaborations with directors like Quentin Tarantino.
  • F. None of above.

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_69aed93de98c8190ad838ce507b77c8a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02eaa0d08190a3b805c64ef76a0c completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f564c9c8190bfc321c8ec2dac14 completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b58330b1d48190a3af96d3c0e7aa1b completed March 14, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69b583ba1fd8819092b7fe73a17dc406 completed March 14, 2026, 3:50 p.m.
Created at: March 9, 2026, 3:45 p.m.