Triple
T6394174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Gill |
E143899
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
album "Game Changer" (2014)
"Game Changer" is a 2014 R&B studio album by American singer Johnny Gill that marked his return with a blend of contemporary and classic soul sounds.
|
E591314
|
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: album "Game Changer" (2014) | Statement: [Johnny Gill, notableWork, album "Game Changer" (2014)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: album "Game Changer" (2014) Context triple: [Johnny Gill, notableWork, album "Game Changer" (2014)]
-
A.
album "Change"
"Change" is a jazz and pop-infused studio album by Dutch vocalist Laura Fygi, showcasing her smooth vocal style and sophisticated arrangements.
-
B.
album "Out of the Game"
"Out of the Game" is a 2012 studio album by singer-songwriter Rufus Wainwright, noted for its lush pop production by Mark Ronson and its blend of baroque pop, soul, and classic singer-songwriter influences.
-
C.
album "Da Game Is to Be Sold, Not to Be Told"
"Da Game Is to Be Sold, Not to Be Told" is a 1998 studio album by Snoop Dogg that marked his debut on No Limit Records and a stylistic shift in his West Coast hip-hop career.
-
D.
album "The Wild Heart"
"The Wild Heart" is Stevie Nicks' 1983 solo studio album that blends rock and pop with her signature mystical lyricism and distinctive vocals.
-
E.
album "Turn Up the Quiet"
"Turn Up the Quiet" is a jazz album by Canadian pianist and singer Diana Krall, featuring intimate, standards-focused arrangements that highlight her smooth vocals and refined piano style.
- 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: album "Game Changer" (2014) Triple: [Johnny Gill, notableWork, album "Game Changer" (2014)]
Generated description
"Game Changer" is a 2014 R&B studio album by American singer Johnny Gill that marked his return with a blend of contemporary and classic soul sounds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: album "Game Changer" (2014) Target entity description: "Game Changer" is a 2014 R&B studio album by American singer Johnny Gill that marked his return with a blend of contemporary and classic soul sounds.
-
A.
album "Change"
"Change" is a jazz and pop-infused studio album by Dutch vocalist Laura Fygi, showcasing her smooth vocal style and sophisticated arrangements.
-
B.
album "Out of the Game"
"Out of the Game" is a 2012 studio album by singer-songwriter Rufus Wainwright, noted for its lush pop production by Mark Ronson and its blend of baroque pop, soul, and classic singer-songwriter influences.
-
C.
album "Da Game Is to Be Sold, Not to Be Told"
"Da Game Is to Be Sold, Not to Be Told" is a 1998 studio album by Snoop Dogg that marked his debut on No Limit Records and a stylistic shift in his West Coast hip-hop career.
-
D.
album "The Wild Heart"
"The Wild Heart" is Stevie Nicks' 1983 solo studio album that blends rock and pop with her signature mystical lyricism and distinctive vocals.
-
E.
album "Turn Up the Quiet"
"Turn Up the Quiet" is a jazz album by Canadian pianist and singer Diana Krall, featuring intimate, standards-focused arrangements that highlight her smooth vocals and refined piano style.
- 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_69c008db906c819096f3597d55d95432 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06881313481908e9082ffe57f29b6 |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638935934819096a34da6f1b5110b |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63c71ac188190ad7912d2e6a68af8 |
completed | March 27, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63cdf225c8190b26a23496d0acc1a |
completed | March 27, 2026, 8:16 a.m. |
Created at: March 22, 2026, 4:35 p.m.