Triple

T10260422
Position Surface form Disambiguated ID Type / Status
Subject The George Benson Collection E240579 entity
Predicate includesTrack P3284 FINISHED
Object Never Give Up on a Good Thing
"Never Give Up on a Good Thing" is an upbeat R&B-influenced pop song by American jazz and soul guitarist-vocalist George Benson, known for its optimistic lyrics and smooth, radio-friendly sound.
E852372 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: Never Give Up on a Good Thing | Statement: [The George Benson Collection, includesTrack, Never Give Up on a Good Thing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Give Up on a Good Thing
Context triple: [The George Benson Collection, includesTrack, Never Give Up on a Good Thing]
  • A. Don’t Give Up
    "Don’t Give Up" is a poignant 1986 duet by Peter Gabriel and Kate Bush that blends art rock and pop to explore themes of despair, resilience, and emotional support.
  • B. Don’t Quit While You’re Ahead
    "Don’t Quit While You’re Ahead" is a prominent musical number from the Broadway adaptation of Charles Dickens’ unfinished novel *The Mystery of Edwin Drood*, known for its lively ensemble performance and meta-theatrical flair.
  • C. Making the Best of It
    "Making the Best of It" is a component work or section within the broader artistic project or collection titled "Hopes and Fears for Art."
  • D. Don’t Throw It All Away
    "Don’t Throw It All Away" is an R&B ballad popularized by American singer Stacy Lattisaw, showcasing her soulful vocals early in her recording career.
  • E. One Good Reason
    "One Good Reason" is the first single released by New Zealand rock band The Swingers, known for its catchy new wave sound.
  • 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: Never Give Up on a Good Thing
Triple: [The George Benson Collection, includesTrack, Never Give Up on a Good Thing]
Generated description
"Never Give Up on a Good Thing" is an upbeat R&B-influenced pop song by American jazz and soul guitarist-vocalist George Benson, known for its optimistic lyrics and smooth, radio-friendly sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Give Up on a Good Thing
Target entity description: "Never Give Up on a Good Thing" is an upbeat R&B-influenced pop song by American jazz and soul guitarist-vocalist George Benson, known for its optimistic lyrics and smooth, radio-friendly sound.
  • A. Don’t Give Up
    "Don’t Give Up" is a poignant 1986 duet by Peter Gabriel and Kate Bush that blends art rock and pop to explore themes of despair, resilience, and emotional support.
  • B. Don’t Quit While You’re Ahead
    "Don’t Quit While You’re Ahead" is a prominent musical number from the Broadway adaptation of Charles Dickens’ unfinished novel *The Mystery of Edwin Drood*, known for its lively ensemble performance and meta-theatrical flair.
  • C. Making the Best of It
    "Making the Best of It" is a component work or section within the broader artistic project or collection titled "Hopes and Fears for Art."
  • D. Don’t Throw It All Away
    "Don’t Throw It All Away" is an R&B ballad popularized by American singer Stacy Lattisaw, showcasing her soulful vocals early in her recording career.
  • E. One Good Reason
    "One Good Reason" is the first single released by New Zealand rock band The Swingers, known for its catchy new wave sound.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25bc7f88190b7e83243894d1aeb completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7f1500c819089d569dbfce705b8 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fd0aacb481908f70c0a977ba860e completed April 9, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69d6fddae1f88190b741ae1821923de4 completed April 9, 2026, 1:16 a.m.
Created at: April 6, 2026, 11:32 a.m.