Triple

T13738096
Position Surface form Disambiguated ID Type / Status
Subject Manifesto E330003 entity
Predicate hasPart P35 FINISHED
Object Do What U Gotta
Do What U Gotta is a track featured on the album Manifesto.
 E1057426 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 U Gotta | Statement: [Manifesto, hasPart, Do What U Gotta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Do What U Gotta
Context triple: [Manifesto, hasPart, Do What U Gotta]
  • A. Whateva U Do
    "Whateva U Do" is a track by Snoop Dogg featured on his 2006 West Coast hip hop album *Tha Blue Carpet Treatment*.
  • B. 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.
  • C. 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.
  • D. What You Wanna Do
    "What You Wanna Do" is a song featured on the album "Superstar."
  • E. Gimme What U Got
    "Gimme What U Got" is a hip hop track by the St. Lunatics that showcases the group's energetic Midwestern rap style and playful, party-oriented lyrics.
  • 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 U Gotta
Triple: [Manifesto, hasPart, Do What U Gotta]
Generated description
Do What U Gotta is a track featured on the album Manifesto.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Do What U Gotta
Target entity description: Do What U Gotta is a track featured on the album Manifesto.
  • A. Whateva U Do
    "Whateva U Do" is a track by Snoop Dogg featured on his 2006 West Coast hip hop album *Tha Blue Carpet Treatment*.
  • B. 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.
  • C. 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.
  • D. What You Wanna Do
    "What You Wanna Do" is a song featured on the album "Superstar."
  • E. Gimme What U Got
    "Gimme What U Got" is a hip hop track by the St. Lunatics that showcases the group's energetic Midwestern rap style and playful, party-oriented lyrics.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0204d50c8190a5413cc9a1b26e14 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d68da04819089c95d9bfedc7496 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79f1051b48190ac4704b43e759237 completed May 3, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f79fdf974081909108b0fd89e76d56 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.