Triple

T20645249
Position Surface form Disambiguated ID Type / Status
Subject Djo E507338 entity
Predicate hasSong P20452 FINISHED
Object Change
"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.
E1442557 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: 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.
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: Change
Triple: [Djo, hasSong, Change]
Generated 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.
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 (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_69e0b4be702c8190a3d2410a881d310a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6af1dd79481909de985d03ab861c2 completed April 20, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c58e9b0081908fd2c4f3d8022401 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c65993408190859c75fb65ade257 completed May 16, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08c78fe4d48190a7a69f65f64ac66c completed May 16, 2026, 7:37 p.m.
Created at: April 16, 2026, 11:43 a.m.