Triple
T18449065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whut? Thee Album |
E450730
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object |
EPMD – Business as Usual
EPMD – Business as Usual is the third studio album by the American hip hop duo EPMD, known for its funk-driven production and classic early-1990s East Coast rap sound.
|
E1325562
|
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: EPMD – Business as Usual | Statement: [Whut? Thee Album, follows, EPMD – Business as Usual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EPMD – Business as Usual Context triple: [Whut? Thee Album, follows, EPMD – Business as Usual]
-
A.
EPMD 2
EPMD 2 is a hip-hop track by Nas featuring Eminem and EPMD, known for its lyrical prowess and homage to classic rap.
-
B.
Party Till We Die
"Party Till We Die" is a high-energy electronic dance track by Australian DJ and producer Timmy Trumpet, known for its festival-ready sound and heavy use of trumpet melodies.
-
C.
Doomtree Blowout
Doomtree Blowout is an annual multi-day hip hop concert series in Minneapolis showcasing performances by the Doomtree collective and their collaborators.
-
D.
Thug World Order
Thug World Order is a studio album by hip hop group Bone Thugs-n-Harmony that continues their signature melodic rap style with socially conscious and street-oriented themes.
-
E.
The EP
The EP is a short musical release by the British alternative rock band Keane, featuring a small collection of their songs.
- 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: EPMD – Business as Usual Triple: [Whut? Thee Album, follows, EPMD – Business as Usual]
Generated description
EPMD – Business as Usual is the third studio album by the American hip hop duo EPMD, known for its funk-driven production and classic early-1990s East Coast rap sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EPMD – Business as Usual Target entity description: EPMD – Business as Usual is the third studio album by the American hip hop duo EPMD, known for its funk-driven production and classic early-1990s East Coast rap sound.
-
A.
EPMD 2
EPMD 2 is a hip-hop track by Nas featuring Eminem and EPMD, known for its lyrical prowess and homage to classic rap.
-
B.
Party Till We Die
"Party Till We Die" is a high-energy electronic dance track by Australian DJ and producer Timmy Trumpet, known for its festival-ready sound and heavy use of trumpet melodies.
-
C.
Doomtree Blowout
Doomtree Blowout is an annual multi-day hip hop concert series in Minneapolis showcasing performances by the Doomtree collective and their collaborators.
-
D.
Thug World Order
Thug World Order is a studio album by hip hop group Bone Thugs-n-Harmony that continues their signature melodic rap style with socially conscious and street-oriented themes.
-
E.
The EP
The EP is a short musical release by the British alternative rock band Keane, featuring a small collection of their songs.
- 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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e52646949c81909664e864224675a6 |
completed | April 19, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fe3a8248190ab103d8e41141113 |
completed | May 13, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_6a041176a7e88190a38e3ace547212c2 |
completed | May 13, 2026, 5:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0412085b788190b4308f7ece1c7fa3 |
completed | May 13, 2026, 5:54 a.m. |
Created at: April 10, 2026, 11:30 a.m.