Triple

T13745324
Position Surface form Disambiguated ID Type / Status
Subject Dwele E330195 entity
Predicate notableWork P4 FINISHED
Object Workin' On It
"Workin' On It" is a soulful R&B track by singer-songwriter Dwele that showcases his smooth vocals and introspective, jazz-influenced production.
E1060272 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: Workin' On It | Statement: [Dwele, notableWork, Workin' On It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Workin' On It
Context triple: [Dwele, notableWork, Workin' On It]
  • A. Work on It
    "Work on It" is a musical track, likely a song title, referenced as part of a larger recording or album.
  • B. Work It Out
    "Work It Out" is Beyoncé's funk-influenced debut solo single, released as part of the soundtrack for the film "Austin Powers in Goldmember."
  • C. Work It Out
    "Work It Out" is a track by American producer and DJ RJD2, known for its blend of instrumental hip hop and eclectic sampling.
  • D. Work It
    "Work It" is a 2002 hip hop single by Missy Elliott known for its innovative production, reversed vocals, and iconic status in early-2000s pop culture.
  • E. Work It
    Work It is an American television sitcom that briefly aired on ABC in 2012, centered on two unemployed men who dress as women to secure jobs.
  • 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: Workin' On It
Triple: [Dwele, notableWork, Workin' On It]
Generated description
"Workin' On It" is a soulful R&B track by singer-songwriter Dwele that showcases his smooth vocals and introspective, jazz-influenced production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Workin' On It
Target entity description: "Workin' On It" is a soulful R&B track by singer-songwriter Dwele that showcases his smooth vocals and introspective, jazz-influenced production.
  • A. Work on It
    "Work on It" is a musical track, likely a song title, referenced as part of a larger recording or album.
  • B. Work It Out
    "Work It Out" is Beyoncé's funk-influenced debut solo single, released as part of the soundtrack for the film "Austin Powers in Goldmember."
  • C. Work It Out
    "Work It Out" is a track by American producer and DJ RJD2, known for its blend of instrumental hip hop and eclectic sampling.
  • D. Work It
    "Work It" is a 2002 hip hop single by Missy Elliott known for its innovative production, reversed vocals, and iconic status in early-2000s pop culture.
  • E. Work It
    "Work It" is a popular hip hop single by American rapper Nelly, released from his 2002 album *Nellyville*.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0211ba5481909fbd5b447e3d5a02 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a851f68c81908b24bc5275a58ad3 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a91deb3c8190ad2be7f1ca99ac9b completed May 3, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad51c6808190afa80fc3622399bf completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:08 p.m.