Triple

T512169
Position Surface form Disambiguated ID Type / Status
Subject Chaka Khan E10630 entity
Predicate notableWork P4 FINISHED
Object 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.
E63775 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 for Me | Statement: [Chaka Khan, notableWork, What Cha’ Gonna Do for Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What Cha’ Gonna Do for Me
Context triple: [Chaka Khan, notableWork, What Cha’ Gonna Do for Me]
  • A. What You Do to Me
    "What You Do to Me" is a song featured on the album *Darkness and Light* by American singer-songwriter John Legend.
  • B. I Cain't Say No
    "I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
  • C. As I Am
    "As I Am" is a Grammy-winning R&B and soul studio album by American singer-songwriter Alicia Keys, noted for hits like "No One" and its blend of classical piano with contemporary urban sounds.
  • D. If I Ain't Got You
    "If I Ain't Got You" is a soulful R&B ballad by Alicia Keys, celebrated for its emotive vocals, piano-driven melody, and enduring popularity as one of her signature songs.
  • E. My Boo
    "My Boo" is a 2004 R&B duet by Usher and Alicia Keys that became a chart-topping hit known for its nostalgic theme of first love.
  • 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 for Me
Triple: [Chaka Khan, notableWork, What Cha’ Gonna Do for Me]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What Cha’ Gonna Do for Me
Target entity description: "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.
  • A. What You Do to Me
    "What You Do to Me" is a song featured on the album *Darkness and Light* by American singer-songwriter John Legend.
  • B. I Cain't Say No
    "I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
  • C. As I Am
    "As I Am" is a Grammy-winning R&B and soul studio album by American singer-songwriter Alicia Keys, noted for hits like "No One" and its blend of classical piano with contemporary urban sounds.
  • D. If I Ain't Got You
    "If I Ain't Got You" is a soulful R&B ballad by Alicia Keys, celebrated for its emotive vocals, piano-driven melody, and enduring popularity as one of her signature songs.
  • E. My Boo
    "My Boo" is a 2004 R&B duet by Usher and Alicia Keys that became a chart-topping hit known for its nostalgic theme of first love.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f16768c081909d05537ff070868b completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebe662c8190acdbb8857283f7d1 completed March 1, 2026, 8:17 p.m.
NEDg Description generation batch_69a49fcbcae88190acc3e9d61658beba completed March 1, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69a4a047b8548190ac9ba95983b06036 completed March 1, 2026, 8:23 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.