Triple

T14611721
Position Surface form Disambiguated ID Type / Status
Subject U Turn (album) E342976 entity
Predicate hasPart P35 FINISHED
Object Shoulda Woulda Coulda
"Shoulda Woulda Coulda" is a hit R&B-pop song by British singer Beverley Knight, noted for its powerful vocals and reflective lyrics about missed opportunities.
 E1109801 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: Shoulda Woulda Coulda | Statement: [U Turn (album), hasPart, Shoulda Woulda Coulda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shoulda Woulda Coulda
Context triple: [U Turn (album), hasPart, Shoulda Woulda Coulda]
  • A. Coulda Woulda Shoulda
    "Coulda Woulda Shoulda" is a song featured on the album "One Heart," best known as part of Celine Dion’s early-2000s pop repertoire.
  • B. Shoulda Known Better
    "Shoulda Known Better" is a song featured on the album "Unbreakable."
  • C. Shoulda
    Shoulda is a song by the American rock band Extreme, featured on their album "Extreme Behavior."
  • D. Oh, No, You Didn’t
    "Oh, No, You Didn’t" is a song featured on the country music album "Halfway to Home" by American singer-songwriter Brandy Clark.
  • E. I Could Have Told You
    "I Could Have Told You" is a popular American song, best known through Frank Sinatra’s recordings, composed by Jimmy Van Heusen with lyrics by Carl Sigman.
  • 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: Shoulda Woulda Coulda
Triple: [U Turn (album), hasPart, Shoulda Woulda Coulda]
Generated description
"Shoulda Woulda Coulda" is a hit R&B-pop song by British singer Beverley Knight, noted for its powerful vocals and reflective lyrics about missed opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shoulda Woulda Coulda
Target entity description: "Shoulda Woulda Coulda" is a hit R&B-pop song by British singer Beverley Knight, noted for its powerful vocals and reflective lyrics about missed opportunities.
  • A. Coulda Woulda Shoulda
    "Coulda Woulda Shoulda" is a song featured on the album "One Heart," best known as part of Celine Dion’s early-2000s pop repertoire.
  • B. Shoulda Known Better
    "Shoulda Known Better" is a song featured on the album "Unbreakable."
  • C. Shoulda
    Shoulda is a song by the American rock band Extreme, featured on their album "Extreme Behavior."
  • D. Oh, No, You Didn’t
    "Oh, No, You Didn’t" is a song featured on the country music album "Halfway to Home" by American singer-songwriter Brandy Clark.
  • E. I Could Have Told You
    "I Could Have Told You" is a popular American song, best known through Frank Sinatra’s recordings, composed by Jimmy Van Heusen with lyrics by Carl Sigman.
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb450e6588190a94488d8e71888c8 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda91f437c8190ada4d1c3708faedd completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb1ad32a4819088e5831f3d74ea4e completed May 8, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69fdb316479c81909343196bb89e5e57 completed May 8, 2026, 9:55 a.m.
Created at: April 10, 2026, 1:25 a.m.