Triple

T18483151
Position Surface form Disambiguated ID Type / Status
Subject Part III E451614 entity
Predicate hasTrack P3284 FINISHED
Object Do What You Gotta Do
"Do What You Gotta Do" is a soulful pop ballad best known for its emotionally charged performances and covers by artists such as Nina Simone and The Four Tops.
 E1326533 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: Do What You Gotta Do | Statement: [Part III, hasTrack, Do What You Gotta Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Do What You Gotta Do
Context triple: [Part III, hasTrack, Do What You Gotta Do]
  • A. What You Gotta Do
    "What You Gotta Do" is an R&B/soul track by American singer-songwriter and producer Dwele, showcasing his smooth vocals and laid-back, jazz-influenced style.
  • B. Do What U Gotta
    Do What U Gotta is a track featured on the album Manifesto.
  • C. Whatcha Gonna Do
    "Whatcha Gonna Do" is a track from Peter Tosh’s influential reggae album "Legalize It," reflecting his socially conscious and politically charged musical style.
  • D. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • E. What They Gonna Do
    "What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
  • 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: Do What You Gotta Do
Triple: [Part III, hasTrack, Do What You Gotta Do]
Generated description
"Do What You Gotta Do" is a soulful pop ballad best known for its emotionally charged performances and covers by artists such as Nina Simone and The Four Tops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Do What You Gotta Do
Target entity description: "Do What You Gotta Do" is a soulful pop ballad best known for its emotionally charged performances and covers by artists such as Nina Simone and The Four Tops.
  • A. What You Gotta Do
    "What You Gotta Do" is an R&B/soul track by American singer-songwriter and producer Dwele, showcasing his smooth vocals and laid-back, jazz-influenced style.
  • B. Do What U Gotta
    Do What U Gotta is a track featured on the album Manifesto.
  • C. Whatcha Gonna Do
    "Whatcha Gonna Do" is a track from Peter Tosh’s influential reggae album "Legalize It," reflecting his socially conscious and politically charged musical style.
  • D. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • E. What They Gonna Do
    "What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e531d49a1881908cc2ad6132953c96 completed April 19, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f318c008190a385bf367aa4dda7 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a04435ec1848190a5bf61ba2263dde5 completed May 13, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_6a044ae5f7e88190aafb15af6a71be9f completed May 13, 2026, 9:56 a.m.
Created at: April 10, 2026, 11:35 a.m.