Triple
T5577735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 98 Degrees |
E146362
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
All-4-One
All-4-One is an American R&B and pop vocal group best known for their mid-1990s hit ballads like "I Swear."
|
E536214
|
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: All-4-One | Statement: [98 Degrees, associatedAct, All-4-One]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: All-4-One Context triple: [98 Degrees, associatedAct, All-4-One]
-
A.
Blackstreet
Blackstreet is an American R&B group best known for their 1996 hit single "No Diggity" and their influential role in 1990s new jack swing.
-
B.
Restless Heart
Restless Heart is a 1997 studio album by British hard rock band Whitesnake, known for its more melodic, introspective sound compared to their earlier, heavier releases.
-
C.
Boyz II Men
Boyz II Men is an American R&B vocal group renowned for their smooth harmonies and 1990s hits like "End of the Road" and "I'll Make Love to You."
-
D.
En Vogue
En Vogue is an American R&B/pop vocal girl group known for their powerful harmonies and a string of hits since the early 1990s.
-
E.
Bell Biv DeVoe
Bell Biv DeVoe is an American R&B/hip-hop group formed by New Edition members Ricky Bell, Michael Bivins, and Ronnie DeVoe, best known for their influential 1990 hit "Poison" and their role in pioneering the new jack swing sound.
- 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: All-4-One Triple: [98 Degrees, associatedAct, All-4-One]
Generated description
All-4-One is an American R&B and pop vocal group best known for their mid-1990s hit ballads like "I Swear."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: All-4-One Target entity description: All-4-One is an American R&B and pop vocal group best known for their mid-1990s hit ballads like "I Swear."
-
A.
Blackstreet
Blackstreet is an American R&B group best known for their 1996 hit single "No Diggity" and their influential role in 1990s new jack swing.
-
B.
Restless Heart
Restless Heart is a 1997 studio album by British hard rock band Whitesnake, known for its more melodic, introspective sound compared to their earlier, heavier releases.
-
C.
Boyz II Men
Boyz II Men is an American R&B vocal group renowned for their smooth harmonies and 1990s hits like "End of the Road" and "I'll Make Love to You."
-
D.
En Vogue
En Vogue is an American R&B/pop vocal girl group known for their powerful harmonies and a string of hits since the early 1990s.
-
E.
Bell Biv DeVoe
Bell Biv DeVoe is an American R&B/hip-hop group formed by New Edition members Ricky Bell, Michael Bivins, and Ronnie DeVoe, best known for their influential 1990 hit "Poison" and their role in pioneering the new jack swing sound.
- 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_69c008ffed108190a084602227af6157 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0206ae4808190971d89243db94475 |
completed | March 22, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d21ac6c81908a07c049d1ab81c6 |
completed | March 22, 2026, 8:12 p.m. |
| NEDg | Description generation | batch_69c04e879a8c8190942968982223f6e4 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f3c31b48190aeefd41bea55d367 |
completed | March 22, 2026, 8:21 p.m. |
Created at: March 22, 2026, 3:37 p.m.