Triple

T8782232
Position Surface form Disambiguated ID Type / Status
Subject Mike Epps E208757 entity
Predicate notableWork P4 FINISHED
Object All About the Benjamins
All About the Benjamins is a 2002 action-comedy film starring Ice Cube and Mike Epps that follows a bounty hunter and a con artist who team up to recover stolen diamonds and lottery winnings.
E756778 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: All About the Benjamins | Statement: [Mike Epps, notableWork, All About the Benjamins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: All About the Benjamins
Context triple: [Mike Epps, notableWork, All About the Benjamins]
  • A. "It's All About the Benjamins"
    "It's All About the Benjamins" is a 1997 hip hop single by Puff Daddy featuring the Notorious B.I.G., Lil' Kim, and the Lox that became one of the defining anthems of late-1990s rap.
  • B. Million Dollar Bill
    "Million Dollar Bill" is an upbeat dance-pop and R&B song by Whitney Houston, released as a single from her 2009 comeback album "I Look to You."
  • C. Mo Money Mo Problems
    "Mo Money Mo Problems" is a 1997 hip-hop single by The Notorious B.I.G. featuring Puff Daddy and Mase, known for its catchy Diana Ross sample and exploration of the complications that come with wealth and fame.
  • D. Millionaire
    "Millionaire" is a 2004 R&B/hip-hop single by American singer Kelis featuring André 3000, known for its laid-back groove and distinctive production.
  • E. Millionaire
    "Millionaire" is a song by the English rock band Beady Eye, formed by former members of Oasis.
  • 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: All About the Benjamins
Triple: [Mike Epps, notableWork, All About the Benjamins]
Generated description
All About the Benjamins is a 2002 action-comedy film starring Ice Cube and Mike Epps that follows a bounty hunter and a con artist who team up to recover stolen diamonds and lottery winnings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: All About the Benjamins
Target entity description: All About the Benjamins is a 2002 action-comedy film starring Ice Cube and Mike Epps that follows a bounty hunter and a con artist who team up to recover stolen diamonds and lottery winnings.
  • A. "It's All About the Benjamins"
    "It's All About the Benjamins" is a 1997 hip hop single by Puff Daddy featuring the Notorious B.I.G., Lil' Kim, and the Lox that became one of the defining anthems of late-1990s rap.
  • B. Million Dollar Bill
    "Million Dollar Bill" is an upbeat dance-pop and R&B song by Whitney Houston, released as a single from her 2009 comeback album "I Look to You."
  • C. Mo Money Mo Problems
    "Mo Money Mo Problems" is a 1997 hip-hop single by The Notorious B.I.G. featuring Puff Daddy and Mase, known for its catchy Diana Ross sample and exploration of the complications that come with wealth and fame.
  • D. Millionaire
    "Millionaire" is a 2004 R&B/hip-hop single by American singer Kelis featuring André 3000, known for its laid-back groove and distinctive production.
  • E. Millionaire
    "Millionaire" is a song by the English rock band Beady Eye, formed by former members of Oasis.
  • 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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f7155b081908891e84b704f0ebf completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51e9d97c8190a947848fdaa5b67d completed April 3, 2026, 5:36 a.m.
NEDg Description generation batch_69cf5323b7c08190819de236e01ce9d3 completed April 3, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69cf54a056408190bd536f79e3ec33be completed April 3, 2026, 5:48 a.m.
Created at: March 30, 2026, 6:42 p.m.