Triple

T3125157
Position Surface form Disambiguated ID Type / Status
Subject Taraji P. Henson E65279 entity
Predicate notableWork P4 FINISHED
Object Hustle & Flow
Hustle & Flow is a 2005 drama film about a Memphis pimp striving to become a rapper, acclaimed for its gritty portrayal of ambition and its Academy Award-winning original song.
E328351 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: Hustle & Flow | Statement: [Taraji P. Henson, notableWork, Hustle & Flow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustle & Flow
Context triple: [Taraji P. Henson, notableWork, Hustle & Flow]
  • A. 8 Mile
    8 Mile is a 2002 drama film starring Eminem that follows a young rapper’s struggle to break out of poverty and make it in Detroit’s hip-hop scene.
  • B. 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.
  • C. Hustle
    Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • D. Waiting to Exhale
    Waiting to Exhale is a 1995 romantic drama film, based on Terry McMillan’s novel, that follows the intertwined lives and relationships of four African-American women.
  • E. Blow Out
    Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
  • 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: Hustle & Flow
Triple: [Taraji P. Henson, notableWork, Hustle & Flow]
Generated description
Hustle & Flow is a 2005 drama film about a Memphis pimp striving to become a rapper, acclaimed for its gritty portrayal of ambition and its Academy Award-winning original song.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hustle & Flow
Target entity description: Hustle & Flow is a 2005 drama film about a Memphis pimp striving to become a rapper, acclaimed for its gritty portrayal of ambition and its Academy Award-winning original song.
  • A. 8 Mile
    8 Mile is a 2002 drama film starring Eminem that follows a young rapper’s struggle to break out of poverty and make it in Detroit’s hip-hop scene.
  • B. 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.
  • C. Hustle
    Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • D. Waiting to Exhale
    Waiting to Exhale is a 1995 romantic drama film, based on Terry McMillan’s novel, that follows the intertwined lives and relationships of four African-American women.
  • E. Blow Out
    Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52e9f348190aa15b2c0d252719f completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f75fbf081909a2957b7277c3aae completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b20fbe1ef081909ef8c11fef96fcf9 completed March 12, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b2101960388190827cc3e64fdf293b completed March 12, 2026, 1 a.m.
Created at: March 8, 2026, 3:04 p.m.