Triple

T23190734
Position Surface form Disambiguated ID Type / Status
Subject Please Don't Go Girl E579724 entity
Predicate hasBside P15273 FINISHED
Object Whatcha Gonna Do (About It) — NE NERFINISHED

How this triple was built (3 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: Whatcha Gonna Do (About It) | Statement: [Please Don't Go Girl, hasBside, Whatcha Gonna Do (About It)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whatcha Gonna Do (About It)
Context triple: [Please Don't Go Girl, hasBside, Whatcha Gonna Do (About It)]
  • 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. 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."
  • D. 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."
  • E. What You Wanna Do
    "What You Wanna Do" is a song featured on the album "Superstar."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whatcha Gonna Do (About It)
Target entity description: "Whatcha Gonna Do (About It)" is a song recorded by New Kids on the Block, released as the B-side to their 1988 single "Please Don't Go Girl."
  • 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. 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."
  • D. 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."
  • E. What You Wanna Do
    "What You Wanna Do" is a song featured on the album "Superstar."
  • F. None of above. chosen

Provenance (2 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fd777c08190bf79e38844fedf27 completed April 29, 2026, 4:57 a.m.
Created at: April 17, 2026, 4:05 p.m.