Triple
T14659510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goapele |
E344198
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Change It All
Change It All is a soulful R&B album by American singer-songwriter Goapele that blends socially conscious lyrics with smooth, melodic production.
|
E1112315
|
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 It All | Statement: [Goapele, notableWork, Change It All]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Change It All Context triple: [Goapele, notableWork, Change It All]
-
A.
Change It
"Change It" is a track featured on the album "Soul to Soul" by Stevie Ray Vaughan and Double Trouble.
-
B.
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.
-
C.
I Am Changing
"I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
-
D.
Things Change
Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
-
E.
I Can Change
"I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
- 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 It All Triple: [Goapele, notableWork, Change It All]
Generated description
Change It All is a soulful R&B album by American singer-songwriter Goapele that blends socially conscious lyrics with smooth, melodic production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Change It All Target entity description: Change It All is a soulful R&B album by American singer-songwriter Goapele that blends socially conscious lyrics with smooth, melodic production.
-
A.
Change It
"Change It" is a track featured on the album "Soul to Soul" by Stevie Ray Vaughan and Double Trouble.
-
B.
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.
-
C.
I Am Changing
"I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
-
D.
Things Change
Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
-
E.
I Can Change
"I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51b6a248190a44050c0e0ec2d16 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e28f848190a3d686bc11336601 |
completed | May 8, 2026, 12:24 p.m. |
| NEDg | Description generation | batch_69fdd65a6c24819088fb18ffcdfe6404 |
completed | May 8, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd6f172288190ba7097518b1a971e |
completed | May 8, 2026, 12:28 p.m. |
Created at: April 10, 2026, 1:27 a.m.