Triple
T16620180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Ratner |
E403802
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Lakeith Stanfield’s character Demany
Lakeith Stanfield’s character Demany is a charismatic streetwise middleman and hustler who connects clients to Howard Ratner’s jewelry business in the film "Uncut Gems."
|
E272614
|
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: Lakeith Stanfield’s character Demany | Statement: [Howard Ratner, associatedWith, Lakeith Stanfield’s character Demany]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakeith Stanfield’s character Demany Context triple: [Howard Ratner, associatedWith, Lakeith Stanfield’s character Demany]
-
A.
Demond Price
Demond Price is an American rapper better known by his stage name Conway the Machine, a prominent member of the Buffalo-based hip hop collective Griselda.
-
B.
Emmett Washington in The Chi
Emmett Washington in *The Chi* is a central character whose journey from carefree young father to responsible businessman and community figure anchors much of the series’ emotional and dramatic narrative.
-
C.
Walker Nathaniel Diggs
Walker Nathaniel Diggs is the son of American actors and performers Idina Menzel and Taye Diggs.
-
D.
Lakeith Stanfield
Lakeith Stanfield is an American actor known for his versatile performances in films like "Sorry to Bother You," "Judas and the Black Messiah," and the TV series "Atlanta."
-
E.
Demond Wilson
Demond Wilson is an American actor and author best known for his role as Lamont Sanford on the 1970s sitcom "Sanford and Son."
- 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: Lakeith Stanfield’s character Demany Triple: [Howard Ratner, associatedWith, Lakeith Stanfield’s character Demany]
Generated description
Lakeith Stanfield’s character Demany is a charismatic streetwise middleman and hustler who connects clients to Howard Ratner’s jewelry business in the film "Uncut Gems."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakeith Stanfield’s character Demany Target entity description: Lakeith Stanfield’s character Demany is a charismatic streetwise middleman and hustler who connects clients to Howard Ratner’s jewelry business in the film "Uncut Gems."
-
A.
Demond Price
Demond Price is an American rapper better known by his stage name Conway the Machine, a prominent member of the Buffalo-based hip hop collective Griselda.
-
B.
Emmett Washington in The Chi
Emmett Washington in *The Chi* is a central character whose journey from carefree young father to responsible businessman and community figure anchors much of the series’ emotional and dramatic narrative.
-
C.
Walker Nathaniel Diggs
Walker Nathaniel Diggs is the son of American actors and performers Idina Menzel and Taye Diggs.
-
D.
Lakeith Stanfield
chosen
Lakeith Stanfield is an American actor known for his versatile performances in films like "Sorry to Bother You," "Judas and the Black Messiah," and the TV series "Atlanta."
-
E.
Demond Wilson
Demond Wilson is an American actor and author best known for his role as Lamont Sanford on the 1970s sitcom "Sanford and Son."
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3754d6b4c81908eab5210c386ea15 |
completed | April 18, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007db0b4348190beb573bc3df98125 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e6507208190b3f32c05a2f647bd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f2cefa081908734a907da33a72f |
completed | May 10, 2026, 12:50 p.m. |
Created at: April 10, 2026, 5:17 a.m.