Triple

T1249533
Position Surface form Disambiguated ID Type / Status
Subject John Mayer E26841 entity
Predicate notableSong P4 FINISHED
Object Waiting on the World to Change
"Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
 E143557 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: Waiting on the World to Change | Statement: [John Mayer, notableSong, Waiting on the World to Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waiting on the World to Change
Context triple: [John Mayer, notableSong, Waiting on the World to Change]
  • A. 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.
  • B. 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.
  • C. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • D. Are We the Waiting
    "Are We the Waiting" is a mid-tempo, atmospheric rock song by Green Day from their concept album *American Idiot*, reflecting themes of disillusionment and longing.
  • E. When I Look at the World
    "When I Look at the World" is a reflective, spiritually tinged rock song by U2 that contemplates faith, doubt, and resilience in the face of suffering.
  • 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: Waiting on the World to Change
Triple: [John Mayer, notableSong, Waiting on the World to Change]
Generated description
"Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waiting on the World to Change
Target entity description: "Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
  • A. 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.
  • B. 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.
  • C. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • D. Are We the Waiting
    "Are We the Waiting" is a mid-tempo, atmospheric rock song by Green Day from their concept album *American Idiot*, reflecting themes of disillusionment and longing.
  • E. When I Look at the World
    "When I Look at the World" is a reflective, spiritually tinged rock song by U2 that contemplates faith, doubt, and resilience in the face of suffering.
  • 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_69a49487a9c48190ba9b05348fd1b53f completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf83b32c81908648e5748b897247 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac93c420f08190a6eda4d0aa498a3a completed March 7, 2026, 9:08 p.m.
NEDg Description generation batch_69ac94ed24108190b0118317717070b2 completed March 7, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69ac955c94e481908ada73691ae5f1be completed March 7, 2026, 9:15 p.m.
Created at: March 1, 2026, 7:47 p.m.