Triple
T5577710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 98 Degrees |
E146362
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Jeff Timmons
Jeff Timmons is an American singer and founding member of the pop and R&B boy band 98 Degrees.
|
E541708
|
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: Jeff Timmons | Statement: [98 Degrees, hasMember, Jeff Timmons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Timmons Context triple: [98 Degrees, hasMember, Jeff Timmons]
-
A.
Jeff Fahey
Jeff Fahey is an American actor known for his work in film and television, including roles in genre projects like the grindhouse-style horror film "Planet Terror."
-
B.
Steve Stiles
Steve Stiles was an American cartoonist and illustrator best known for his influential work in science fiction fandom and fanzines.
-
C.
Mike Andrews
Mike Andrews is a former Major League Baseball second baseman best known for his time with the Boston Red Sox during their famed "Impossible Dream" 1967 season.
-
D.
Mike Krieger
Mike Krieger is a Brazilian-American entrepreneur and software engineer best known as the co-founder and former CTO of the photo-sharing social media platform Instagram.
-
E.
Jeff Wincott
Jeff Wincott is a Canadian actor and martial artist known for his roles in action films and television series.
- 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: Jeff Timmons Triple: [98 Degrees, hasMember, Jeff Timmons]
Generated description
Jeff Timmons is an American singer and founding member of the pop and R&B boy band 98 Degrees.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Timmons Target entity description: Jeff Timmons is an American singer and founding member of the pop and R&B boy band 98 Degrees.
-
A.
Jeff Fahey
Jeff Fahey is an American actor known for his work in film and television, including roles in genre projects like the grindhouse-style horror film "Planet Terror."
-
B.
Steve Stiles
Steve Stiles was an American cartoonist and illustrator best known for his influential work in science fiction fandom and fanzines.
-
C.
Mike Andrews
Mike Andrews is a former Major League Baseball second baseman best known for his time with the Boston Red Sox during their famed "Impossible Dream" 1967 season.
-
D.
Mike Krieger
Mike Krieger is a Brazilian-American entrepreneur and software engineer best known as the co-founder and former CTO of the photo-sharing social media platform Instagram.
-
E.
Jeff Wincott
Jeff Wincott is a Canadian actor and martial artist known for his roles in action films and television series.
- 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_69c059f3f6648190af2fd9a5e7cc125b |
completed | March 22, 2026, 9:07 p.m. |
| NEDg | Description generation | batch_69c05d24fdf481908cfa9c485cd9a9f3 |
completed | March 22, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05dc3d3cc8190a6bb775b06136972 |
completed | March 22, 2026, 9:23 p.m. |
Created at: March 22, 2026, 3:37 p.m.