Triple

T16569635
Position Surface form Disambiguated ID Type / Status
Subject Tim's Bio: Life from da Bassment E402550 entity
Predicate hasTrack P3284 FINISHED
Object 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."
 E1220795 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: What They Gonna Do | Statement: [Tim's Bio: Life from da Bassment, hasTrack, What They Gonna Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What They Gonna Do
Context triple: [Tim's Bio: Life from da Bassment, hasTrack, What They Gonna Do]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Do What U Gotta
    Do What U Gotta is a track featured on the album Manifesto.
  • E. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • 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: What They Gonna Do
Triple: [Tim's Bio: Life from da Bassment, hasTrack, What They Gonna Do]
Generated description
"What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What They Gonna Do
Target entity description: "What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Do What U Gotta
    Do What U Gotta is a track featured on the album Manifesto.
  • E. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e359580f548190a21afd148bc22d8d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee616a0819089b3cdc1da951735 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.