Triple
T4246172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sweat |
E95532
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Waiel "Wally" Yaghnam
Waiel "Wally" Yaghnam is a music producer best known for his work in hip-hop, including production on Nelly’s hit tracks.
|
E424059
|
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: Waiel "Wally" Yaghnam | Statement: [Sweat, producer, Waiel "Wally" Yaghnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waiel "Wally" Yaghnam Context triple: [Sweat, producer, Waiel "Wally" Yaghnam]
-
A.
Wally Karue
Wally Karue is a comedic character portrayed by Richard Pryor in the 1989 buddy comedy film "See No Evil, Hear No Evil."
-
B.
Fred Saidy
Fred Saidy was an American playwright and screenwriter best known for co-writing the book for the musical "Finian's Rainbow" and other notable mid-20th-century stage works.
-
C.
Marvin Jacobs
Marvin Jacobs was an entrepreneur best known as a founder of the global hospitality and food service company Delaware North.
-
D.
Eli Samaha
Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
-
E.
Jalil Kilpatrick
Jalil Kilpatrick is known as one of the sons of former Detroit mayor Kwame Kilpatrick.
- 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: Waiel "Wally" Yaghnam Triple: [Sweat, producer, Waiel "Wally" Yaghnam]
Generated description
Waiel "Wally" Yaghnam is a music producer best known for his work in hip-hop, including production on Nelly’s hit tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waiel "Wally" Yaghnam Target entity description: Waiel "Wally" Yaghnam is a music producer best known for his work in hip-hop, including production on Nelly’s hit tracks.
-
A.
Wally Karue
Wally Karue is a comedic character portrayed by Richard Pryor in the 1989 buddy comedy film "See No Evil, Hear No Evil."
-
B.
Fred Saidy
Fred Saidy was an American playwright and screenwriter best known for co-writing the book for the musical "Finian's Rainbow" and other notable mid-20th-century stage works.
-
C.
Marvin Jacobs
Marvin Jacobs was an entrepreneur best known as a founder of the global hospitality and food service company Delaware North.
-
D.
Eli Samaha
Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
-
E.
Jalil Kilpatrick
Jalil Kilpatrick is known as one of the sons of former Detroit mayor Kwame Kilpatrick.
- 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e8db5bc8190873c5ae3753aaa58 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a87993648190b2969505cdf3c554 |
completed | March 14, 2026, 6:27 p.m. |
| NEDg | Description generation | batch_69b5a966f154819083f7864b154f7518 |
completed | March 14, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5aa0ed71c81908d9bf530b4557984 |
completed | March 14, 2026, 6:33 p.m. |
Created at: March 12, 2026, 11:05 p.m.