Triple
T18030722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyrese (album) |
E431380
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Tim Kelley
Tim Kelley is an American record producer best known as one half of the R&B and hip-hop production duo Tim & Bob, who have crafted hits for numerous major artists.
|
E1303356
|
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: Tim Kelley | Statement: [Tyrese (album), producer, Tim Kelley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tim Kelley Context triple: [Tyrese (album), producer, Tim Kelley]
-
A.
Jon Kelley
Jon Kelley is an American television personality and sportscaster best known for hosting game and entertainment shows, including the comedy game show "Funny You Should Ask."
-
B.
Joe Kelley
Joe Kelley was a Hall of Fame American baseball outfielder and manager from the late 19th and early 20th centuries, renowned for his hitting and base-stealing prowess.
-
C.
Jack Kelley
Jack Kelley was an American ice hockey coach best known for leading the New England Whalers to early success in the World Hockey Association.
-
D.
Kevin Kelley
Kevin Kelley is an American former professional boxer best known as a featherweight world champion and action-oriented contender during the 1990s and early 2000s.
-
E.
Josh Kelley
Josh Kelley is an American singer-songwriter known for his blend of pop, rock, and country influences and for hits like "Amazing" and "Only You."
- 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: Tim Kelley Triple: [Tyrese (album), producer, Tim Kelley]
Generated description
Tim Kelley is an American record producer best known as one half of the R&B and hip-hop production duo Tim & Bob, who have crafted hits for numerous major artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tim Kelley Target entity description: Tim Kelley is an American record producer best known as one half of the R&B and hip-hop production duo Tim & Bob, who have crafted hits for numerous major artists.
-
A.
Jon Kelley
Jon Kelley is an American television personality and sportscaster best known for hosting game and entertainment shows, including the comedy game show "Funny You Should Ask."
-
B.
Joe Kelley
Joe Kelley was a Hall of Fame American baseball outfielder and manager from the late 19th and early 20th centuries, renowned for his hitting and base-stealing prowess.
-
C.
Jack Kelley
Jack Kelley was an American ice hockey coach best known for leading the New England Whalers to early success in the World Hockey Association.
-
D.
Kevin Kelley
Kevin Kelley is an American former professional boxer best known as a featherweight world champion and action-oriented contender during the 1990s and early 2000s.
-
E.
Josh Kelley
Josh Kelley is an American singer-songwriter known for his blend of pop, rock, and country influences and for hits like "Amazing" and "Only You."
- 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_69d8b9050fb48190890155145deb0a66 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4be35a70081909d24d36506d18131 |
completed | April 19, 2026, 11:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349ad32088190a90335c252721023 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034dec40d88190acd13a22fa09a938 |
completed | May 12, 2026, 3:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034e9137a88190bb834e9e1a2e1a6f |
completed | May 12, 2026, 4 p.m. |
Created at: April 10, 2026, 10:25 a.m.