Triple
T23261835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fast Money |
E582035
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Ronald Williams
Ronald Williams is an American music executive and co-founder of Cash Money Records, known for his influential role in the hip-hop industry.
|
E1098082
|
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: Ronald Williams | Statement: [Fast Money, executiveProducer, Ronald Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ronald Williams Context triple: [Fast Money, executiveProducer, Ronald Williams]
-
A.
Ronald Williams
Ronald Williams, better known as Ronald "Slim" Williams, is an American music executive and co-founder of the influential hip-hop label Cash Money Records.
-
B.
Douglas Williams
Douglas Williams is the son of American television journalist Brian Williams and classical music advocate Jane Stoddard Williams.
-
C.
Donald Williams
Donald Williams is a former University of North Carolina basketball guard best known for leading the Tar Heels to the 1993 NCAA championship with clutch three-point shooting.
-
D.
Ronald Sanders
Ronald Sanders is a Canadian film editor best known for his long-time collaboration with director David Cronenberg on numerous acclaimed films.
-
E.
Ronald Pugh
Ronald Pugh is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Pugh.
- 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: Ronald Williams Triple: [Fast Money, executiveProducer, Ronald Williams]
Generated description
Ronald Williams is an American music executive and co-founder of Cash Money Records, known for his influential role in the hip-hop industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ronald Williams Target entity description: Ronald Williams is an American music executive and co-founder of Cash Money Records, known for his influential role in the hip-hop industry.
-
A.
Ronald Williams
chosen
Ronald Williams, better known as Ronald "Slim" Williams, is an American music executive and co-founder of the influential hip-hop label Cash Money Records.
-
B.
Douglas Williams
Douglas Williams is the son of American television journalist Brian Williams and classical music advocate Jane Stoddard Williams.
-
C.
Donald Williams
Donald Williams is a former University of North Carolina basketball guard best known for leading the Tar Heels to the 1993 NCAA championship with clutch three-point shooting.
-
D.
Ronald Sanders
Ronald Sanders is a Canadian film editor best known for his long-time collaboration with director David Cronenberg on numerous acclaimed films.
-
E.
Ronald Pugh
Ronald Pugh is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Pugh.
- F. None of above.
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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f194c9f33c819082ef6b380fc594dd |
completed | April 29, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf2ad70881909a287c5771a38f5d |
completed | May 19, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_6a0ce1b65028819085db361355416229 |
completed | May 19, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce22ac5ac8190b708bb201fdf3af8 |
completed | May 19, 2026, 10:20 p.m. |
Created at: April 17, 2026, 4:11 p.m.