Triple
T3885514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | It's All About the Benjamins |
E92929
|
entity |
| Predicate | performedBy |
P1363
|
FINISHED |
| Object |
Puff Daddy & the Family
Puff Daddy & the Family is a hip-hop collective led by Sean "Puff Daddy" Combs that featured various Bad Boy Records artists collaborating on late-1990s rap and R&B hits.
|
E413009
|
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: Puff Daddy & the Family | Statement: [It's All About the Benjamins, performedBy, Puff Daddy & the Family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puff Daddy & the Family Context triple: [It's All About the Benjamins, performedBy, Puff Daddy & the Family]
-
A.
M.O.P.
M.O.P. is a Brooklyn-based hip hop duo known for their aggressive delivery and hardcore street anthems, most famously the hit single "Ante Up."
-
B.
The Beatnuts
The Beatnuts are a Queens-based hip hop production duo and rap group known for their sample-heavy, Latin-influenced boom-bap sound and underground cult following in the 1990s.
-
C.
Kriss Kross
Kriss Kross was an American hip hop duo of the early 1990s best known for their hit single "Jump" and their signature style of wearing clothes backwards.
-
D.
Three 6 Mafia
Three 6 Mafia is a pioneering Memphis hip hop group known for their dark, horrorcore-influenced sound and for helping shape the crunk and trap subgenres.
-
E.
Bone Thugs-n-Harmony
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
- 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: Puff Daddy & the Family Triple: [It's All About the Benjamins, performedBy, Puff Daddy & the Family]
Generated description
Puff Daddy & the Family is a hip-hop collective led by Sean "Puff Daddy" Combs that featured various Bad Boy Records artists collaborating on late-1990s rap and R&B hits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puff Daddy & the Family Target entity description: Puff Daddy & the Family is a hip-hop collective led by Sean "Puff Daddy" Combs that featured various Bad Boy Records artists collaborating on late-1990s rap and R&B hits.
-
A.
M.O.P.
M.O.P. is a Brooklyn-based hip hop duo known for their aggressive delivery and hardcore street anthems, most famously the hit single "Ante Up."
-
B.
The Beatnuts
The Beatnuts are a Queens-based hip hop production duo and rap group known for their sample-heavy, Latin-influenced boom-bap sound and underground cult following in the 1990s.
-
C.
Kriss Kross
Kriss Kross was an American hip hop duo of the early 1990s best known for their hit single "Jump" and their signature style of wearing clothes backwards.
-
D.
Three 6 Mafia
Three 6 Mafia is a pioneering Memphis hip hop group known for their dark, horrorcore-influenced sound and for helping shape the crunk and trap subgenres.
-
E.
Bone Thugs-n-Harmony
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
- 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeec92cc548190b88b899299e5ccdc |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b39f55c819099e5ce90137de570 |
completed | March 14, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69b56c29c72081909e6ef890dde593dd |
completed | March 14, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56ca671d0819097760161832998b0 |
completed | March 14, 2026, 2:11 p.m. |
Created at: March 9, 2026, 3:20 p.m.