Triple

T10141729
Position Surface form Disambiguated ID Type / Status
Subject Shep Crawford E231597 entity
Predicate notableWork P4 FINISHED
Object “I’m Gonna Keep on Loving You”
“I’m Gonna Keep on Loving You” is an R&B song written and produced by Shep Crawford, known for its smooth, emotive style and romantic theme.
 E844952 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: “I’m Gonna Keep on Loving You” | Statement: [Shep Crawford, notableWork, “I’m Gonna Keep on Loving You”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “I’m Gonna Keep on Loving You”
Context triple: [Shep Crawford, notableWork, “I’m Gonna Keep on Loving You”]
  • A. “I’m Gonna Love You”
    “I’m Gonna Love You” is an R&B song written and produced by Shep Crawford, known for his emotionally driven, soulful ballads.
  • B. I Kept on Loving You
    "I Kept on Loving You" is a song by the Carpenters, best known as the B-side to their hit single "(They Long to Be) Close to You."
  • C. I Can't Stop Loving You
    "I Can't Stop Loving You" is a classic country ballad written and first recorded by Don Gibson that became widely known through numerous hit cover versions across genres.
  • D. “I’m Gonna Stay”
    “I’m Gonna Stay” is an R&B song written and produced by Shep Crawford, best known for his work with artists like Whitney Houston and Deborah Cox.
  • E. "Does He Love You"
    "Does He Love You" is a hit country duet, originally recorded by Reba McEntire and Linda Davis, known for its dramatic narrative about a love triangle and emotional vocal performances.
  • 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: “I’m Gonna Keep on Loving You”
Triple: [Shep Crawford, notableWork, “I’m Gonna Keep on Loving You”]
Generated description
“I’m Gonna Keep on Loving You” is an R&B song written and produced by Shep Crawford, known for its smooth, emotive style and romantic theme.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “I’m Gonna Keep on Loving You”
Target entity description: “I’m Gonna Keep on Loving You” is an R&B song written and produced by Shep Crawford, known for its smooth, emotive style and romantic theme.
  • A. “I’m Gonna Love You”
    “I’m Gonna Love You” is an R&B song written and produced by Shep Crawford, known for his emotionally driven, soulful ballads.
  • B. I Kept on Loving You
    "I Kept on Loving You" is a song by the Carpenters, best known as the B-side to their hit single "(They Long to Be) Close to You."
  • C. I Can't Stop Loving You
    "I Can't Stop Loving You" is a classic country ballad written and first recorded by Don Gibson that became widely known through numerous hit cover versions across genres.
  • D. “I’m Gonna Stay”
    “I’m Gonna Stay” is an R&B song written and produced by Shep Crawford, best known for his work with artists like Whitney Houston and Deborah Cox.
  • E. "Does He Love You"
    "Does He Love You" is a hit country duet, originally recorded by Reba McEntire and Linda Davis, known for its dramatic narrative about a love triangle and emotional vocal performances.
  • 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_69ca848364f881908a24366a6feec1db completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdeb2599e0819090184631e481310c completed April 2, 2026, 4:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3008e56a481908d64077851063dbf completed April 6, 2026, 12:38 a.m.
NEDg Description generation batch_69d302537a548190b211727dd124cba6 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d3033245448190bcc802b7dbd274fc completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:07 p.m.