Triple
T3903335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eminem |
E90546
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
D12
D12 is a Detroit-based hip hop group co-founded by Eminem, known for its darkly comedic lyrics and collaborative rap style.
|
E398322
|
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: D12 | Statement: [Eminem, memberOf, D12]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D12 Context triple: [Eminem, memberOf, D12]
-
A.
A$AP Mob
A$AP Mob is a New York-based hip hop collective known for its fashion-forward aesthetic, experimental production, and launching the careers of artists like A$AP Rocky and A$AP Ferg.
-
B.
Westside Connection
Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
-
C.
G-Unit
G-Unit is an American hip hop group and record label founded by rapper 50 Cent, known for its early-2000s mixtapes, chart-topping albums, and prominent members like Lloyd Banks and Tony Yayo.
-
D.
D.R.A.M.
D.R.A.M. (now known as Shelley FKA DRAM) is an American rapper and singer best known for his hit single "Broccoli" and his blend of hip hop, R&B, and soul.
-
E.
Diddy – Dirty Money
Diddy – Dirty Money was a hip hop and R&B music group formed by Sean "Diddy" Combs that blended rap with melodic vocals and contemporary dance-pop production.
- 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: D12 Triple: [Eminem, memberOf, D12]
Generated description
D12 is a Detroit-based hip hop group co-founded by Eminem, known for its darkly comedic lyrics and collaborative rap style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D12 Target entity description: D12 is a Detroit-based hip hop group co-founded by Eminem, known for its darkly comedic lyrics and collaborative rap style.
-
A.
A$AP Mob
A$AP Mob is a New York-based hip hop collective known for its fashion-forward aesthetic, experimental production, and launching the careers of artists like A$AP Rocky and A$AP Ferg.
-
B.
Westside Connection
Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
-
C.
G-Unit
G-Unit is an American hip hop group and record label founded by rapper 50 Cent, known for its early-2000s mixtapes, chart-topping albums, and prominent members like Lloyd Banks and Tony Yayo.
-
D.
D.R.A.M.
D.R.A.M. (now known as Shelley FKA DRAM) is an American rapper and singer best known for his hit single "Broccoli" and his blend of hip hop, R&B, and soul.
-
E.
Diddy – Dirty Money
Diddy – Dirty Money was a hip hop and R&B music group formed by Sean "Diddy" Combs that blended rap with melodic vocals and contemporary dance-pop production.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecf5a7188190a1c722ec83e3c6cd |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca7636081908f98c4e22617f808 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b5207c0cfc8190aae16e8a88348679 |
completed | March 14, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52163bf888190b38f87d22ecd200e |
completed | March 14, 2026, 8:50 a.m. |
Created at: March 9, 2026, 3:21 p.m.