Triple
T5524530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John David Washington |
E144889
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Ron Stallworth
Ron Stallworth is a real-life African-American police officer best known for infiltrating the Ku Klux Klan in the 1970s, an undercover operation later depicted in the film "BlacKkKlansman."
|
E528614
|
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: Ron Stallworth | Statement: [John David Washington, playedCharacter, Ron Stallworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ron Stallworth Context triple: [John David Washington, playedCharacter, Ron Stallworth]
-
A.
Jack Epps Jr.
Jack Epps Jr. is an American screenwriter best known for co-writing the blockbuster action film "Top Gun."
-
B.
Don Gately
Don Gately is a central character in David Foster Wallace’s novel "Infinite Jest," a former Demerol addict and ex-burglar who works as a live-in staffer at a Boston halfway house and struggles toward sobriety and moral responsibility.
-
C.
Detective Keith Frazier
Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
-
D.
John Wesley Dobbs
John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
-
E.
William Parcher
William Parcher is a mysterious, menacing government agent who appears as a figment of John Nash’s delusions in the film "A Beautiful Mind."
- 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: Ron Stallworth Triple: [John David Washington, playedCharacter, Ron Stallworth]
Generated description
Ron Stallworth is a real-life African-American police officer best known for infiltrating the Ku Klux Klan in the 1970s, an undercover operation later depicted in the film "BlacKkKlansman."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ron Stallworth Target entity description: Ron Stallworth is a real-life African-American police officer best known for infiltrating the Ku Klux Klan in the 1970s, an undercover operation later depicted in the film "BlacKkKlansman."
-
A.
Jack Epps Jr.
Jack Epps Jr. is an American screenwriter best known for co-writing the blockbuster action film "Top Gun."
-
B.
Don Gately
Don Gately is a central character in David Foster Wallace’s novel "Infinite Jest," a former Demerol addict and ex-burglar who works as a live-in staffer at a Boston halfway house and struggles toward sobriety and moral responsibility.
-
C.
Detective Keith Frazier
Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
-
D.
John Wesley Dobbs
John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
-
E.
William Parcher
William Parcher is a mysterious, menacing government agent who appears as a figment of John Nash’s delusions in the film "A Beautiful Mind."
- 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f874bd081909cccfc25767ee6fa |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027f6aa1c8190b639c317c7d60f64 |
completed | March 22, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c033dc91e08190888fb6e94027fbdb |
completed | March 22, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c03460b21481908b78aa4bdc989d2c |
completed | March 22, 2026, 6:26 p.m. |
Created at: March 22, 2026, 3:34 p.m.