Triple

T10734493
Position Surface form Disambiguated ID Type / Status
Subject Let's Roll E253157 entity
Predicate hasTrack P3284 FINISHED
Object A Change Is Gonna Do Me Good
"A Change Is Gonna Do Me Good" is a song featured on the album "Let's Roll."
 E883568 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: A Change Is Gonna Do Me Good | Statement: [Let's Roll, hasTrack, A Change Is Gonna Do Me Good]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Change Is Gonna Do Me Good
Context triple: [Let's Roll, hasTrack, A Change Is Gonna Do Me Good]
  • A. A Change Would Do You Good
    "A Change Would Do You Good" is a 1997 rock-influenced pop song by American singer-songwriter Sheryl Crow, known for its catchy chorus and wry, introspective lyrics about personal transformation.
  • B. Don’t Change Me
    "Don’t Change Me" is a song that appears as the B-side to Sheena Easton’s hit single "Morning Train (Nine to Five)."
  • C. I Feel a Change Comin' On
    "I Feel a Change Comin' On" is a song by Bob Dylan, featured on his 2009 studio album "Together Through Life."
  • D. I've Changed
    "I've Changed" is a track by American rapper Missy Elliott from her acclaimed third studio album "Miss E... So Addictive."
  • E. Change It
    "Change It" is a track featured on the album "Soul to Soul" by Stevie Ray Vaughan and Double Trouble.
  • 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: A Change Is Gonna Do Me Good
Triple: [Let's Roll, hasTrack, A Change Is Gonna Do Me Good]
Generated description
"A Change Is Gonna Do Me Good" is a song featured on the album "Let's Roll."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Change Is Gonna Do Me Good
Target entity description: "A Change Is Gonna Do Me Good" is a song featured on the album "Let's Roll."
  • A. A Change Would Do You Good
    "A Change Would Do You Good" is a 1997 rock-influenced pop song by American singer-songwriter Sheryl Crow, known for its catchy chorus and wry, introspective lyrics about personal transformation.
  • B. Don’t Change Me
    "Don’t Change Me" is a song that appears as the B-side to Sheena Easton’s hit single "Morning Train (Nine to Five)."
  • C. I Feel a Change Comin' On
    "I Feel a Change Comin' On" is a song by Bob Dylan, featured on his 2009 studio album "Together Through Life."
  • D. I've Changed
    "I've Changed" is a track by American rapper Missy Elliott from her acclaimed third studio album "Miss E... So Addictive."
  • E. Change It
    "Change It" is a track featured on the album "Soul to Soul" by Stevie Ray Vaughan and Double Trouble.
  • 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_69d71020e1c881909e40f398de2bdd25 completed April 9, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22bb62e481909544c87801012df3 completed April 14, 2026, 11:19 a.m.
NEDg Description generation batch_69de271ca4f081908d78a20b25ebd25c completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2ccee0cc8190acd24d5c225f7cde completed April 14, 2026, 12:02 p.m.
Created at: April 8, 2026, 9:14 p.m.