Triple

T20334006
Position Surface form Disambiguated ID Type / Status
Subject The True Meaning E492555 entity
Predicate hasTrack P3284 FINISHED
Object Ain't Gone Change — NE NERFINISHED

How this triple was built (3 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: Ain't Gone Change | Statement: [The True Meaning, hasTrack, Ain't Gone Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain't Gone Change
Context triple: [The True Meaning, hasTrack, Ain't Gone 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. Don’t Ever Change
    Don’t Ever Change is a pop song written by Gerry Goffin and Carole King that has been recorded by several artists, including The Crickets and The Beatles.
  • C. Change It
    "Change It" is a track featured on the album "Soul to Soul" by Stevie Ray Vaughan and Double Trouble.
  • D. Everything Will Change
    Everything Will Change is a song by American singer-songwriter Gavin DeGraw, known for its uplifting pop-rock style and emotive lyrics.
  • E. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain't Gone Change
Target entity description: "Ain't Gone Change" is a song featured on the album *The True Meaning* by rapper Cormega.
  • 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. Don’t Ever Change
    Don’t Ever Change is a pop song written by Gerry Goffin and Carole King that has been recorded by several artists, including The Crickets and The Beatles.
  • C. Change It
    "Change It" is a track featured on the album "Soul to Soul" by Stevie Ray Vaughan and Double Trouble.
  • D. Everything Will Change
    Everything Will Change is a song by American singer-songwriter Gavin DeGraw, known for its uplifting pop-rock style and emotive lyrics.
  • E. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • F. None of above. chosen

Provenance (2 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_69e0b4a1a09881908d97270d6971a25a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677e94e2481908898e0a3513e1209 completed April 20, 2026, 7 p.m.
Created at: April 16, 2026, 11:23 a.m.