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.