Triple

T22372606
Position Surface form Disambiguated ID Type / Status
Subject Stephanie Mills E553078 entity
Predicate notableWork P4 FINISHED
Object What Cha Gonna Do with My Lovin'
"What Cha Gonna Do with My Lovin'" is a 1979 R&B and soul hit single and album by American singer Stephanie Mills that helped establish her as a prominent voice in late-1970s soul music.
 E1533255 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 Cha Gonna Do with My Lovin' | Statement: [Stephanie Mills, notableWork, What Cha Gonna Do with My Lovin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What Cha Gonna Do with My Lovin'
Context triple: [Stephanie Mills, notableWork, What Cha Gonna Do with My Lovin']
  • A. Gimme All Your Lovin'
    "Gimme All Your Lovin'" is a 1983 blues-rock song by American rock band ZZ Top, known for its catchy riff, synthesizer-infused sound, and iconic music video that helped define the band's MTV-era image.
  • B. Lovin' You Lovin' Me
    "Lovin' You Lovin' Me" is a blues-rock song featured on Eric Clapton’s 1970 self-titled debut solo album.
  • C. Lovin' You
    "Lovin' You" is a song featured on the hip hop album *Uncontrolled Substance* by American rapper Inspectah Deck.
  • D. Lovin' You
    "Lovin' You" is a smooth R&B single by American singer Sparkle, best known for its soulful vocals and late-1990s contemporary sound.
  • E. I Gotta Have a Song
    "I Gotta Have a Song" is a soul track by Stevie Wonder featured on his 1970 album "Signed, Sealed & Delivered."
  • 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 Cha Gonna Do with My Lovin'
Triple: [Stephanie Mills, notableWork, What Cha Gonna Do with My Lovin']
Generated description
"What Cha Gonna Do with My Lovin'" is a 1979 R&B and soul hit single and album by American singer Stephanie Mills that helped establish her as a prominent voice in late-1970s soul music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What Cha Gonna Do with My Lovin'
Target entity description: "What Cha Gonna Do with My Lovin'" is a 1979 R&B and soul hit single and album by American singer Stephanie Mills that helped establish her as a prominent voice in late-1970s soul music.
  • A. Gimme All Your Lovin'
    "Gimme All Your Lovin'" is a 1983 blues-rock song by American rock band ZZ Top, known for its catchy riff, synthesizer-infused sound, and iconic music video that helped define the band's MTV-era image.
  • B. Lovin' You Lovin' Me
    "Lovin' You Lovin' Me" is a blues-rock song featured on Eric Clapton’s 1970 self-titled debut solo album.
  • C. Lovin' You
    "Lovin' You" is a song featured on the hip hop album *Uncontrolled Substance* by American rapper Inspectah Deck.
  • D. Lovin' You
    "Lovin' You" is a smooth R&B single by American singer Sparkle, best known for its soulful vocals and late-1990s contemporary sound.
  • E. I Gotta Have a Song
    "I Gotta Have a Song" is a soul track by Stevie Wonder featured on his 1970 album "Signed, Sealed & Delivered."
  • 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_69e11e4c03248190a26a5060ea6973ee completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15804f1b08190b57689e6afb615a0 completed April 29, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae06c2a5c8190a6f46e78ac762b58 completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae37d53688190a8e4d17a2333f7ba completed May 18, 2026, 10:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae414dd488190ac5dfa2418d9bd8b completed May 18, 2026, 10:04 a.m.
Created at: April 16, 2026, 8:44 p.m.