Triple
T14728043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panties |
E345993
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Spend That
"Spend That" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
|
E1116699
|
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: Spend That | Statement: [Black Panties, hasTrack, Spend That]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spend That Context triple: [Black Panties, hasTrack, Spend That]
-
A.
Spend It
"Spend It" is a hip hop single best known for its catchy, money-focused lyrics and club-ready production.
-
B.
Spendin’ Money
"Spendin’ Money" is a song featured on the album "R." by American R&B artist R. Kelly.
-
C.
Big Spender
"Big Spender" is a famous show tune from the musical *Sweet Charity*, widely popularized by Shirley Bassey’s powerful and iconic rendition.
-
D.
Spend My Time
"Spend My Time" is a country music album by American singer-songwriter Clint Black, marking his return to recording after a several-year hiatus.
-
E.
Spending Time
"Spending Time" is a track featured on the album *King of Stage* by American R&B singer Bobby Brown.
- 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: Spend That Triple: [Black Panties, hasTrack, Spend That]
Generated description
"Spend That" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spend That Target entity description: "Spend That" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
-
A.
Spend It
"Spend It" is a hip hop single best known for its catchy, money-focused lyrics and club-ready production.
-
B.
Spendin’ Money
"Spendin’ Money" is a song featured on the album "R." by American R&B artist R. Kelly.
-
C.
Big Spender
"Big Spender" is a famous show tune from the musical *Sweet Charity*, widely popularized by Shirley Bassey’s powerful and iconic rendition.
-
D.
Spend My Time
"Spend My Time" is a country music album by American singer-songwriter Clint Black, marking his return to recording after a several-year hiatus.
-
E.
Spending Time
"Spending Time" is a track featured on the album *King of Stage* by American R&B singer Bobby Brown.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec26179688190ba9f3cd045da0e2a |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb87ef7c8190a46f317e5475d40e |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfe396bb48190ade10c757a3a7e5e |
completed | May 8, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfeb5d08081908ff0fdbc489fc985 |
completed | May 8, 2026, 3:18 p.m. |
Created at: April 10, 2026, 1:29 a.m.