Triple

T20645249
Position Surface form Disambiguated ID Type / Status
Subject Djo E507338 entity
Predicate hasSong P20452 FINISHED
Object 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: Change | Statement: [Djo, hasSong, Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Change
Context triple: [Djo, hasSong, Change]
  • A. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • B. Change
    "Change" is a critically acclaimed 2001 indie rock album by The Dismemberment Plan, noted for its more melodic, introspective sound and experimental approach compared to the band's earlier work.
  • C. Change
    Change is the fifth studio album by British girl group Sugababes, marking a more mature pop sound and featuring the hit single "About You Now."
  • D. Change
    "Change" is an R&B EP by British singer Ella Mai that helped establish her smooth, emotive style and grow her early fanbase.
  • E. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • 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: Change
Target entity description: "Change" is a song by the Indonesian singer-songwriter Djo, the musical project of actor Joe Keery, known for its dreamy, psychedelic indie sound and introspective lyrics.
  • A. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • B. Change
    "Change" is a critically acclaimed 2001 indie rock album by The Dismemberment Plan, noted for its more melodic, introspective sound and experimental approach compared to the band's earlier work.
  • C. Change
    "Change" is a 1983 synth-pop/new wave single by British band Tears for Fears, known for its catchy melody and introspective lyrics from their debut album "The Hurting."
  • D. Change
    "Change" is a reflective hip-hop track by J. Cole that explores themes of personal growth, loss, and the struggle to break cycles of violence.
  • E. Change
    "Change" is an R&B EP by British singer Ella Mai that helped establish her smooth, emotive style and grow her early fanbase.
  • 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_69e0b4be702c8190a3d2410a881d310a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6af1dd79481909de985d03ab861c2 completed April 20, 2026, 10:56 p.m.
Created at: April 16, 2026, 11:43 a.m.