Triple

T1062174
Position Surface form Disambiguated ID Type / Status
Subject Murray Hamilton E22930 entity
Predicate notableWork P4 FINISHED
Object The Hustler
The Hustler is a 1961 American drama film about an ambitious pool hustler, starring Paul Newman and widely regarded as a classic of sports and character-driven cinema.
 E121945 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 Hustler | Statement: [Murray Hamilton, notableWork, The Hustler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Hustler
Context triple: [Murray Hamilton, notableWork, The Hustler]
  • A. The Gambler
    The Gambler is a classic country song and album by Kenny Rogers that tells the story of life lessons learned from a seasoned card player, becoming one of his signature hits.
  • B. Tin Cup
    Tin Cup is a 1996 romantic sports comedy film about a washed-up golf pro seeking redemption, best known for starring Kevin Costner.
  • C. Requiem for a Heavyweight
    Requiem for a Heavyweight is a critically acclaimed American drama, originally a 1956 teleplay by Rod Serling and later a 1962 film, about an aging boxer facing the end of his career and his struggle for dignity outside the ring.
  • D. Smokin' Aces
    Smokin' Aces is a 2006 action-crime film centered on a Las Vegas magician-turned-mob informant whose impending testimony triggers a violent scramble among hitmen, FBI agents, and mobsters.
  • E. The King of Marvin Gardens
    The King of Marvin Gardens is a 1972 American drama film directed by Bob Rafelson, known for its melancholic tone and exploration of fractured family relationships and failed dreams in Atlantic City.
  • 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 Hustler
Triple: [Murray Hamilton, notableWork, The Hustler]
Generated description
The Hustler is a 1961 American drama film about an ambitious pool hustler, starring Paul Newman and widely regarded as a classic of sports and character-driven cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Hustler
Target entity description: The Hustler is a 1961 American drama film about an ambitious pool hustler, starring Paul Newman and widely regarded as a classic of sports and character-driven cinema.
  • A. The Gambler
    The Gambler is a classic country song and album by Kenny Rogers that tells the story of life lessons learned from a seasoned card player, becoming one of his signature hits.
  • B. Tin Cup
    Tin Cup is a 1996 romantic sports comedy film about a washed-up golf pro seeking redemption, best known for starring Kevin Costner.
  • C. Requiem for a Heavyweight
    Requiem for a Heavyweight is a critically acclaimed American drama, originally a 1956 teleplay by Rod Serling and later a 1962 film, about an aging boxer facing the end of his career and his struggle for dignity outside the ring.
  • D. Smokin' Aces
    Smokin' Aces is a 2006 action-crime film centered on a Las Vegas magician-turned-mob informant whose impending testimony triggers a violent scramble among hitmen, FBI agents, and mobsters.
  • E. The King of Marvin Gardens
    The King of Marvin Gardens is a 1972 American drama film directed by Bob Rafelson, known for its melancholic tone and exploration of fractured family relationships and failed dreams in Atlantic City.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f68a54819084326d87c3498252 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bd553a08190a2014711bd1146bf completed March 7, 2026, 2:53 p.m.
NEDg Description generation batch_69ac3dd441fc8190ad462aa07e9c8c9b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e4747908190a878ac70bd81f5fc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:42 p.m.