Triple

T4357359
Position Surface form Disambiguated ID Type / Status
Subject Sheryl Crow E98181 entity
Predicate notableWork P4 FINISHED
Object 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.
E432803 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 Would Do You Good | Statement: [Sheryl Crow, notableWork, A Change Would Do You Good]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Change Would Do You Good
Context triple: [Sheryl Crow, notableWork, A Change Would Do You Good]
  • A. Things Done Changed
    "Things Done Changed" is the reflective opening track on The Notorious B.I.G.'s debut album, contrasting his harsh past experiences with his newfound success and the changing realities of street life.
  • B. Some Changes
    "Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
  • C. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • D. I Changed a Lot
    "I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
  • E. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • 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 Would Do You Good
Triple: [Sheryl Crow, notableWork, A Change Would Do You Good]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Change Would Do You Good
Target entity description: "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.
  • A. Things Done Changed
    "Things Done Changed" is the reflective opening track on The Notorious B.I.G.'s debut album, contrasting his harsh past experiences with his newfound success and the changing realities of street life.
  • B. Some Changes
    "Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
  • C. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • D. I Changed a Lot
    "I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
  • E. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c68a588190ba14a298afacb1dc completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb9b9988190adf8a84de3582ab6 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc578b08819095cbf6ba8470d3e0 completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dd1b03508190a47bb6fb93f22ad8 completed March 14, 2026, 10:11 p.m.
Created at: March 12, 2026, 11:16 p.m.