Triple
T18503701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erick Sermon |
E452143
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Business Never Personal
Business Never Personal is a 1992 hip hop album by the duo EPMD, widely regarded as one of their strongest and most influential releases.
|
E1328272
|
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: Business Never Personal | Statement: [Erick Sermon, notableWork, Business Never Personal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Never Personal Context triple: [Erick Sermon, notableWork, Business Never Personal]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Business Is Business
"Business Is Business" is a track by Lil Baby and Gunna featured on their collaborative mixtape "Drip Harder."
-
E.
Business Plus
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
- 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: Business Never Personal Triple: [Erick Sermon, notableWork, Business Never Personal]
Generated description
Business Never Personal is a 1992 hip hop album by the duo EPMD, widely regarded as one of their strongest and most influential releases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Never Personal Target entity description: Business Never Personal is a 1992 hip hop album by the duo EPMD, widely regarded as one of their strongest and most influential releases.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Business Is Business
"Business Is Business" is a track by Lil Baby and Gunna featured on their collaborative mixtape "Drip Harder."
-
E.
Business Plus
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e532c6384c819091f061c8538f6ca1 |
completed | April 19, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a047143903c8190979d96780689a068 |
completed | May 13, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a0486327b6c8190ac089fcc834582ff |
completed | May 13, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0486d31e2c81908ca95db7baec64a0 |
completed | May 13, 2026, 2:12 p.m. |
Created at: April 10, 2026, 11:36 a.m.