Triple

T3271826
Position Surface form Disambiguated ID Type / Status
Subject A$AP Rocky E68664 entity
Predicate notableWork P4 FINISHED
Object single "F**kin' Problems"
"F**kin' Problems" is a 2012 hip-hop single by A$AP Rocky featuring Drake, 2 Chainz, and Kendrick Lamar that became one of his breakout mainstream hits.
 E342698 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: single "F**kin' Problems" | Statement: [A$AP Rocky, notableWork, single "F**kin' Problems"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: single "F**kin' Problems"
Context triple: [A$AP Rocky, notableWork, single "F**kin' Problems"]
  • A. Songs About Fucking
    Songs About Fucking is a 1987 noise rock album by Big Black, renowned for its abrasive sound, confrontational themes, and status as a landmark of underground punk and indie rock.
  • B. F**k You
    "F**k You" is a 2010 soul-pop single by CeeLo Green, known for its catchy retro sound and explicit, humorous take on heartbreak that became a viral hit.
  • C. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • D. 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.
  • E. The Answer to Your Problems? (album)
    The Answer to Your Problems? is a punk rock album by drummer Marky Ramone, showcasing his work outside of the Ramones.
  • 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: single "F**kin' Problems"
Triple: [A$AP Rocky, notableWork, single "F**kin' Problems"]
Generated description
"F**kin' Problems" is a 2012 hip-hop single by A$AP Rocky featuring Drake, 2 Chainz, and Kendrick Lamar that became one of his breakout mainstream hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: single "F**kin' Problems"
Target entity description: "F**kin' Problems" is a 2012 hip-hop single by A$AP Rocky featuring Drake, 2 Chainz, and Kendrick Lamar that became one of his breakout mainstream hits.
  • A. Songs About Fucking
    Songs About Fucking is a 1987 noise rock album by Big Black, renowned for its abrasive sound, confrontational themes, and status as a landmark of underground punk and indie rock.
  • B. F**k You
    "F**k You" is a 2010 soul-pop single by CeeLo Green, known for its catchy retro sound and explicit, humorous take on heartbreak that became a viral hit.
  • C. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • D. 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.
  • E. The Answer to Your Problems? (album)
    The Answer to Your Problems? is a punk rock album by drummer Marky Ramone, showcasing his work outside of the Ramones.
  • 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_69ad859b54f881909bf530d549caf2fd completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adaff4b9dc8190b7e3da0bbffccf99 completed March 8, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28f0793e08190af55ee16e5091451 completed March 12, 2026, 10:01 a.m.
NEDg Description generation batch_69b296709f84819094fe9db721a44f83 completed March 12, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69b2d6c47e908190b5be5b33da358ade completed March 12, 2026, 3:07 p.m.
Created at: March 8, 2026, 3:10 p.m.