Triple
T512174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaka Khan |
E10630
|
entity |
| Predicate | notableAlbum |
P4
|
FINISHED |
| Object |
Naughty
"Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
|
E63777
|
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: Naughty | Statement: [Chaka Khan, notableAlbum, Naughty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naughty Context triple: [Chaka Khan, notableAlbum, Naughty]
-
A.
Taboo
Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
-
B.
Obsessed
Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
-
C.
Unashamed
"Unashamed" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
-
D.
Blacker
Blacker is a comparative form of the color term "black," indicating a greater degree of darkness or blackness.
-
E.
Juicy
"Juicy" is a landmark 1994 hip-hop single by The Notorious B.I.G. that chronicles his rise from poverty to rap stardom and is widely regarded as one of the greatest rap songs of all time.
- 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: Naughty Triple: [Chaka Khan, notableAlbum, Naughty]
Generated description
"Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naughty Target entity description: "Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
-
A.
Taboo
Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
-
B.
Obsessed
Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
-
C.
Unashamed
"Unashamed" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
-
D.
Blacker
Blacker is a comparative form of the color term "black," indicating a greater degree of darkness or blackness.
-
E.
Juicy
"Juicy" is a landmark 1994 hip-hop single by The Notorious B.I.G. that chronicles his rise from poverty to rap stardom and is widely regarded as one of the greatest rap songs of all time.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f16768c081909d05537ff070868b |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a49ebe662c8190acdbb8857283f7d1 |
completed | March 1, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69a49fcbcae88190acc3e9d61658beba |
completed | March 1, 2026, 8:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a047b8548190ac9ba95983b06036 |
completed | March 1, 2026, 8:23 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.