Triple

T9186165
Position Surface form Disambiguated ID Type / Status
Subject Tauheed Epps E220463 entity
Predicate notableSingle P3283 FINISHED
Object No Problem
"No Problem" is a popular hip-hop single by Tauheed Epps, better known as 2 Chainz, that helped solidify his mainstream success.
E783552 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: No Problem | Statement: [Tauheed Epps, notableSingle, No Problem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: No Problem
Context triple: [Tauheed Epps, notableSingle, No Problem]
  • A. No Problem
    "No Problem" is one of the short, conversational vignettes in Jim Jarmusch’s film "Coffee and Cigarettes," featuring characters engaged in quirky, deadpan dialogue over coffee and cigarettes.
  • B. Nobody's Problems
    "Nobody's Problems" is a musical number from Disney's 1971 live-action/animated film *Bedknobs and Broomsticks*, featuring the film’s characteristic whimsical, period-set charm.
  • C. No More Trouble
    "No More Trouble" is a reggae song by Bob Marley & The Wailers, featured on their politically charged 1973 album *Catch a Fire*.
  • D. No Worries
    No Worries is an Australian film associated with producer and director David Elfick, known for its portrayal of rural life and family resilience.
  • E. U Got a Problem?
    "U Got a Problem?" is a track by rapper Ludacris featured on his debut major-label album "Back for the First Time."
  • 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: No Problem
Triple: [Tauheed Epps, notableSingle, No Problem]
Generated description
"No Problem" is a popular hip-hop single by Tauheed Epps, better known as 2 Chainz, that helped solidify his mainstream success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: No Problem
Target entity description: "No Problem" is a popular hip-hop single by Tauheed Epps, better known as 2 Chainz, that helped solidify his mainstream success.
  • A. No Problem
    "No Problem" is one of the short, conversational vignettes in Jim Jarmusch’s film "Coffee and Cigarettes," featuring characters engaged in quirky, deadpan dialogue over coffee and cigarettes.
  • B. Nobody's Problems
    "Nobody's Problems" is a musical number from Disney's 1971 live-action/animated film *Bedknobs and Broomsticks*, featuring the film’s characteristic whimsical, period-set charm.
  • C. No More Trouble
    "No More Trouble" is a reggae song by Bob Marley & The Wailers, featured on their politically charged 1973 album *Catch a Fire*.
  • D. No Worries
    No Worries is an Australian film associated with producer and director David Elfick, known for its portrayal of rural life and family resilience.
  • E. U Got a Problem?
    "U Got a Problem?" is a track by rapper Ludacris featured on his debut major-label album "Back for the First Time."
  • 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_69ca83e6d77c81909862b7afef56b1bf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc31a52508190a83ccd76f3aa039b completed April 1, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c1e163c8190bf9a85de7569c14d completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05e0804c4819098b49811e0c83498 completed April 4, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69d05e586c8c8190b2c9b1f7b74d4e56 completed April 4, 2026, 12:42 a.m.
Created at: March 30, 2026, 7:24 p.m.