Triple

T7162872
Position Surface form Disambiguated ID Type / Status
Subject Anthony Anderson E166988 entity
Predicate notableWork P4 FINISHED
Object Hustle & Flow E328351 NE FINISHED

How this triple was built (2 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: [Anthony Anderson, notableWork, Hustle & Flow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustle & Flow
Context triple: [Anthony Anderson, notableWork, Hustle & Flow]
  • A. Hustle & Flow chosen
    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.
  • B. 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.
  • C. 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.
  • D. Get Rich or Die Tryin' (film)
    Get Rich or Die Tryin' is a 2005 semi-autobiographical crime drama film starring rapper 50 Cent, loosely based on his life and rise from street hustler to hip-hop star.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68888c10c819095e0383020225758 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e82feee481908fa180ea8c9924fa completed March 27, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adc8b06c81909791e38becb594f6 completed March 28, 2026, 10:30 a.m.
Created at: March 27, 2026, 2:47 p.m.