Triple

T5157471
Position Surface form Disambiguated ID Type / Status
Subject Patrick Kilpatrick E116347 entity
Predicate actedIn P1668 FINISHED
Object The Replacement Killers
The Replacement Killers is a 1998 American action film starring Chow Yun-fat as a hitman who rebels against his employers, marking his Hollywood debut and featuring stylized gunplay and noir-inspired visuals.
E498311 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: The Replacement Killers | Statement: [Patrick Kilpatrick, actedIn, The Replacement Killers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Replacement Killers
Context triple: [Patrick Kilpatrick, actedIn, The Replacement Killers]
  • A. Great Kills
    Great Kills is a residential neighborhood on Staten Island’s South Shore known for its marina, waterfront parks, and suburban character.
  • B. Murder City
    "Murder City" is a punk rock song by Green Day from their politically charged concept album *21st Century Breakdown*.
  • C. Killing Times
    The Killing Times were a period of brutal persecution and summary executions of Scottish Covenanters in the late 17th century under the Stuart monarchy.
  • D. The Replacement
    The Replacement is a British psychological thriller television drama that explores the tense relationship between a pregnant architect and the seemingly perfect woman hired to cover her maternity leave.
  • E. Killer Women
    Killer Women is an American crime drama television series that follows a tough female Texas Ranger as she investigates cases involving women accused of murder.
  • 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: The Replacement Killers
Triple: [Patrick Kilpatrick, actedIn, The Replacement Killers]
Generated description
The Replacement Killers is a 1998 American action film starring Chow Yun-fat as a hitman who rebels against his employers, marking his Hollywood debut and featuring stylized gunplay and noir-inspired visuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Replacement Killers
Target entity description: The Replacement Killers is a 1998 American action film starring Chow Yun-fat as a hitman who rebels against his employers, marking his Hollywood debut and featuring stylized gunplay and noir-inspired visuals.
  • A. Great Kills
    Great Kills is a residential neighborhood on Staten Island’s South Shore known for its marina, waterfront parks, and suburban character.
  • B. Murder City
    "Murder City" is a punk rock song by Green Day from their politically charged concept album *21st Century Breakdown*.
  • C. Killing Times
    The Killing Times were a period of brutal persecution and summary executions of Scottish Covenanters in the late 17th century under the Stuart monarchy.
  • D. The Replacement
    The Replacement is a British psychological thriller television drama that explores the tense relationship between a pregnant architect and the seemingly perfect woman hired to cover her maternity leave.
  • E. Killer Women
    Killer Women is an American crime drama television series that follows a tough female Texas Ranger as she investigates cases involving women accused of murder.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7902fbe48190abb58cb0b2b2b62d completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0168a648190a470507802aa8934 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed0b4c8648190a151383277a8297d completed March 21, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_69bed14d7a5c8190ac5b09f59a8dda1a completed March 21, 2026, 5:11 p.m.
Created at: March 20, 2026, 1:44 p.m.