Triple
T274144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black |
E5209
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Dustin Lance Black
Dustin Lance Black is an American screenwriter, director, and LGBT rights activist best known for his Oscar-winning screenplay for the film "Milk."
|
E35244
|
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: Dustin Lance Black | Statement: [Black, hasNotableBearer, Dustin Lance Black]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dustin Lance Black Context triple: [Black, hasNotableBearer, Dustin Lance Black]
-
A.
Paul Vogel
Paul Vogel was an American cinematographer best known for his work on classic Hollywood films, including the Oscar-winning "Battleground."
-
B.
Aaron Sorkin
Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
-
C.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
-
D.
Akiva Goldsman
Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
-
E.
Craig Zadan
Craig Zadan was an American film, television, and theater producer best known for his work on musical adaptations and live TV musicals, including projects like "Chicago" and NBC's live musical events.
- 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: Dustin Lance Black Triple: [Black, hasNotableBearer, Dustin Lance Black]
Generated description
Dustin Lance Black is an American screenwriter, director, and LGBT rights activist best known for his Oscar-winning screenplay for the film "Milk."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dustin Lance Black Target entity description: Dustin Lance Black is an American screenwriter, director, and LGBT rights activist best known for his Oscar-winning screenplay for the film "Milk."
-
A.
Paul Vogel
Paul Vogel was an American cinematographer best known for his work on classic Hollywood films, including the Oscar-winning "Battleground."
-
B.
Aaron Sorkin
Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
-
C.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
-
D.
Akiva Goldsman
Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
-
E.
Craig Zadan
Craig Zadan was an American film, television, and theater producer best known for his work on musical adaptations and live TV musicals, including projects like "Chicago" and NBC's live musical events.
- 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_69a257e6c8788190987dfe705ca2912a |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25dd0a99c819089968a5400c58c5f |
completed | Feb. 28, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38f5471d88190bcb8b9117575555b |
completed | March 1, 2026, 12:59 a.m. |
| NEDg | Description generation | batch_69a38fe412e08190990e7bff3d74d9da |
completed | March 1, 2026, 1:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3903ee4688190a12a33ae1029e9de |
completed | March 1, 2026, 1:02 a.m. |
Created at: Feb. 28, 2026, 2:59 a.m.