Triple

T10716521
Position Surface form Disambiguated ID Type / Status
Subject Labelle E252686 entity
Predicate notableSong P4 FINISHED
Object What Can I Do for You?
"What Can I Do for You?" is a 1974 funk-infused soul track by the American vocal group Labelle, showcasing their powerful harmonies and socially conscious style.
 E881211 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 Can I Do for You? | Statement: [Labelle, notableSong, What Can I Do for You?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What Can I Do for You?
Context triple: [Labelle, notableSong, What Can I Do for You?]
  • A. What Do You Want Me to Do?
    "What Do You Want Me to Do?" is a song by country music artist Willie Nelson featured on his album *The Willie Way*.
  • B. 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."
  • C. How Do You Do It?
    "How Do You Do It?" is a 1963 pop song that became a major hit single for the British Merseybeat band Gerry and the Pacemakers.
  • D. What Do You Do
    "What Do You Do" is a song by Scottish band The Proclaimers, featured on their 1988 album *Sunshine on Leith*.
  • E. Doing What I Can
    "Doing What I Can" is an R&B/neo soul song by Raphael Saadiq from his debut solo album "Instant Vintage."
  • 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 Can I Do for You?
Triple: [Labelle, notableSong, What Can I Do for You?]
Generated description
"What Can I Do for You?" is a 1974 funk-infused soul track by the American vocal group Labelle, showcasing their powerful harmonies and socially conscious style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What Can I Do for You?
Target entity description: "What Can I Do for You?" is a 1974 funk-infused soul track by the American vocal group Labelle, showcasing their powerful harmonies and socially conscious style.
  • A. What Do You Want Me to Do?
    "What Do You Want Me to Do?" is a song by country music artist Willie Nelson featured on his album *The Willie Way*.
  • B. 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."
  • C. How Do You Do It?
    "How Do You Do It?" is a 1963 pop song that became a major hit single for the British Merseybeat band Gerry and the Pacemakers.
  • D. What Do You Do
    "What Do You Do" is a song by Scottish band The Proclaimers, featured on their 1988 album *Sunshine on Leith*.
  • E. Doing What I Can
    "Doing What I Can" is an R&B/neo soul song by Raphael Saadiq from his debut solo album "Instant Vintage."
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff3566e88190b5c0c6d1b159dd45 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d999278b8481909bc4e849b9580eb7 completed April 11, 2026, 12:43 a.m.
NEDg Description generation batch_69d99e86e198819080f71400295a31e7 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69dadccd1d7081908ae53b97d2c2a6cb completed April 11, 2026, 11:44 p.m.
Created at: April 8, 2026, 9:13 p.m.