Triple

T1476722
Position Surface form Disambiguated ID Type / Status
Subject Robert Hooks E30857 entity
Predicate notableWork P4 FINISHED
Object Trouble Man
Trouble Man is a 1972 blaxploitation crime film featuring Robert Hooks as a cool, streetwise private investigator navigating danger and corruption in Los Angeles.
E169600 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: Trouble Man | Statement: [Robert Hooks, notableWork, Trouble Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trouble Man
Context triple: [Robert Hooks, notableWork, Trouble Man]
  • A. A Rage in Harlem
    A Rage in Harlem is a 1991 crime-comedy film based on Chester Himes's novel, featuring Gregory Hines in a story of hustlers, romance, and deception in 1950s Harlem.
  • B. Harlem World
    Harlem World is the 1999 debut studio album by rapper Mase, a multi-platinum Bad Boy Records release that helped define late-1990s mainstream hip hop.
  • C. Man in Black
    "Man in Black" is a signature song by Johnny Cash that articulates his solidarity with the poor and oppressed and explains his trademark dark clothing.
  • D. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • E. Jungle Fever
    Jungle Fever is a 1991 drama film by Spike Lee that explores interracial romance and the social tensions surrounding race, class, and identity in New York 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: Trouble Man
Triple: [Robert Hooks, notableWork, Trouble Man]
Generated description
Trouble Man is a 1972 blaxploitation crime film featuring Robert Hooks as a cool, streetwise private investigator navigating danger and corruption in Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trouble Man
Target entity description: Trouble Man is a 1972 blaxploitation crime film featuring Robert Hooks as a cool, streetwise private investigator navigating danger and corruption in Los Angeles.
  • A. A Rage in Harlem
    A Rage in Harlem is a 1991 crime-comedy film based on Chester Himes's novel, featuring Gregory Hines in a story of hustlers, romance, and deception in 1950s Harlem.
  • B. Harlem World
    Harlem World is the 1999 debut studio album by rapper Mase, a multi-platinum Bad Boy Records release that helped define late-1990s mainstream hip hop.
  • C. Man in Black
    "Man in Black" is a signature song by Johnny Cash that articulates his solidarity with the poor and oppressed and explains his trademark dark clothing.
  • D. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • E. Jungle Fever
    Jungle Fever is a 1991 drama film by Spike Lee that explores interracial romance and the social tensions surrounding race, class, and identity in New York 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c603f9e88190b340734709534860 completed March 1, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15add78c8190843efd75bbe8423f completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad184626f48190a15ee8bb4f9f6f7c completed March 8, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69ad18dca6b48190a63b67a7823611c8 completed March 8, 2026, 6:36 a.m.
Created at: March 1, 2026, 8:11 p.m.