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.