Triple
T21092967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EPMD |
E519680
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Business Never Personal |
—
|
NE NERFINISHED |
How this triple was built (2 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: Business Never Personal | Statement: [EPMD, notableWork, Business Never Personal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Never Personal Context triple: [EPMD, notableWork, Business Never Personal]
-
A.
Business Never Personal
chosen
Business Never Personal is a 1992 hip hop album by the duo EPMD, widely regarded as one of their strongest and most influential releases.
-
B.
Strictly Business
Strictly Business is the influential 1988 debut studio album by hip hop duo EPMD, produced and performed by Erick Sermon and Parrish Smith, known for its funk-driven beats and laid-back lyrical style.
-
C.
Strictly Business
Strictly Business is a 1991 American comedy film about corporate ambition and romance, directed by Kevin Hooks and starring Tommy Davidson and Halle Berry.
-
D.
Business Stripped Bare
Business Stripped Bare is an autobiographical business book by entrepreneur Richard Branson that shares lessons, stories, and insights from building the Virgin Group.
-
E.
Nothing Personal
Nothing Personal is a 1964 collaborative book by photographer Richard Avedon and writer James Baldwin that combines striking portrait photography with powerful essays to explore race, identity, and American society.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b507dd9081908fb8bfcbef4c8b46 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e70950a31c8190bde2d7b414c362c7 |
completed | April 21, 2026, 5:21 a.m. |
Created at: April 16, 2026, 2:51 p.m.