Triple

T3228732
Position Surface form Disambiguated ID Type / Status
Subject Hinder E67685 entity
Predicate notableWork P4 FINISHED
Object 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.
 E338865 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 Ya Gonna Do | Statement: [Hinder, notableWork, What Ya Gonna Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What Ya Gonna Do
Context triple: [Hinder, notableWork, What Ya Gonna Do]
  • A. What Am I Gonna Do With You
    "What Am I Gonna Do With You" is a pop song by American singer Rebecca Black, known for her viral hit "Friday."
  • B. What Cha’ Gonna Do for Me
    "What Cha’ Gonna Do for Me" is a 1981 R&B and funk song and album by Chaka Khan that became one of her signature hits.
  • C. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • D. Somebody's Gotta Do It
    "Somebody's Gotta Do It" is a song by the hip hop group The Roots from their critically acclaimed 2004 album *The Tipping Point*.
  • E. You Haven't Done Nothin'
    "You Haven't Done Nothin'" is a 1974 funk/soul protest song by Stevie Wonder that sharply criticizes political dishonesty, notably associated with the Nixon era.
  • 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 Ya Gonna Do
Triple: [Hinder, notableWork, What Ya Gonna Do]
Generated description
"What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What Ya Gonna Do
Target entity description: "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • A. What Am I Gonna Do With You
    "What Am I Gonna Do With You" is a pop song by American singer Rebecca Black, known for her viral hit "Friday."
  • B. What Cha’ Gonna Do for Me
    "What Cha’ Gonna Do for Me" is a 1981 R&B and funk song and album by Chaka Khan that became one of her signature hits.
  • C. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • D. Somebody's Gotta Do It
    "Somebody's Gotta Do It" is a song by the hip hop group The Roots from their critically acclaimed 2004 album *The Tipping Point*.
  • E. You Haven't Done Nothin'
    "You Haven't Done Nothin'" is a 1974 funk/soul protest song by Stevie Wonder that sharply criticizes political dishonesty, notably associated with the Nixon era.
  • 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_69ad858c61888190a31196310d9b30b5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaeb6f8588190a33a9d6c779e8992 completed March 8, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b262675b588190bcff98e7fa3a0c77 completed March 12, 2026, 6:51 a.m.
NEDg Description generation batch_69b264c6022c81908b3235e88a7ed27f completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b268bd0d3c8190a60dda0a9086c0cc completed March 12, 2026, 7:18 a.m.
Created at: March 8, 2026, 3:08 p.m.