Triple

T7230460
Position Surface form Disambiguated ID Type / Status
Subject BlacKkKlansman E154886 entity
Predicate characterPortrayed P1507 FINISHED
Object Ron Stallworth E528614 NE FINISHED

How this triple was built (2 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: [BlacKkKlansman, characterPortrayed, Ron Stallworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ron Stallworth
Context triple: [BlacKkKlansman, characterPortrayed, Ron Stallworth]
  • A. Ron Stallworth chosen
    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."
  • B. Jack Epps Jr.
    Jack Epps Jr. is an American screenwriter best known for co-writing the blockbuster action film "Top Gun."
  • C. 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.
  • D. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea0d9b6c8190a0b5f0ab8d5cca19 completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db0c60148190b066e04f98b91dce completed March 28, 2026, 1:43 p.m.
Created at: March 27, 2026, 2:54 p.m.