Triple

T10141725
Position Surface form Disambiguated ID Type / Status
Subject Shep Crawford E231597 entity
Predicate notableWork P4 FINISHED
Object “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.
 E844535 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 Stay” | Statement: [Shep Crawford, notableWork, “I’m Gonna Stay”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “I’m Gonna Stay”
Context triple: [Shep Crawford, notableWork, “I’m Gonna Stay”]
  • A. I'll Stay Me
    "I'll Stay Me" is the first studio album by American country singer Luke Bryan, showcasing his traditional country roots and storytelling style.
  • B. I Can’t Stay
    "I Can’t Stay" is a song by American rock band The Killers from their 2008 album "Day & Age," noted for its saxophone-driven, synth-infused sound and reflective lyrics.
  • C. Tonight I'll Be Staying Here with You
    "Tonight I'll Be Staying Here with You" is a country-influenced love song by Bob Dylan, known for its warm, laid-back sound and closing position on his album "Nashville Skyline."
  • D. I Stay in Love
    "I Stay in Love" is a pop and R&B ballad by Mariah Carey, released as a single from her album E=MC².
  • E. “Stay Down”
    “Stay Down” is a song by the indie rock supergroup boygenius, featured on their self-titled debut EP.
  • 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 Stay”
Triple: [Shep Crawford, notableWork, “I’m Gonna Stay”]
Generated description
“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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “I’m Gonna Stay”
Target entity description: “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.
  • A. I'll Stay Me
    "I'll Stay Me" is the first studio album by American country singer Luke Bryan, showcasing his traditional country roots and storytelling style.
  • B. I Can’t Stay
    "I Can’t Stay" is a song by American rock band The Killers from their 2008 album "Day & Age," noted for its saxophone-driven, synth-infused sound and reflective lyrics.
  • C. Tonight I'll Be Staying Here with You
    "Tonight I'll Be Staying Here with You" is a country-influenced love song by Bob Dylan, known for its warm, laid-back sound and closing position on his album "Nashville Skyline."
  • D. I Stay in Love
    "I Stay in Love" is a pop and R&B ballad by Mariah Carey, released as a single from her album E=MC².
  • E. “Stay Down”
    “Stay Down” is a song by the indie rock supergroup boygenius, featured on their self-titled debut EP.
  • 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_69d2e60e51488190a6097837eb3ce18a completed April 5, 2026, 10:45 p.m.
NEDg Description generation batch_69d2ea2b0c2c8190ad96980673f182c1 completed April 5, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69d2ea7fe7948190baa7ffcfe5c399dd completed April 5, 2026, 11:04 p.m.
Created at: March 30, 2026, 9:07 p.m.