Triple

T7230444
Position Surface form Disambiguated ID Type / Status
Subject BlacKkKlansman E154886 entity
Predicate basedOn P98 FINISHED
Object Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime
"Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime" is a nonfiction memoir by Ron Stallworth recounting his real-life infiltration of the Ku Klux Klan as a Black police officer in the 1970s.
E650626 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: Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime | Statement: [BlacKkKlansman, basedOn, Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime
Context triple: [BlacKkKlansman, basedOn, Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime]
  • A. The Thin Blue Line
    The Thin Blue Line is a British sitcom starring Rowan Atkinson as an inept yet well-meaning police inspector in a small-town police station.
  • B. Arc of Justice: A Saga of Race, Civil Rights, and Murder in the Jazz Age
    "Arc of Justice: A Saga of Race, Civil Rights, and Murder in the Jazz Age" is a nonfiction history book by Kevin Boyle that recounts the 1925 Detroit murder trial of Black physician Ossian Sweet, exploring its significance for American race relations and civil rights.
  • C. I Am Not Your Negro
    I Am Not Your Negro is a 2016 documentary film that uses James Baldwin’s unfinished manuscript and archival footage to examine the history of racism in the United States through his reflections on the lives and assassinations of Medgar Evers, Malcolm X, and Martin Luther King Jr.
  • D. Mississippi Burning
    Mississippi Burning is a 1988 American crime thriller film, loosely based on the real-life 1964 murders of civil rights workers in Mississippi, that explores racism and FBI investigation in the Deep South.
  • E. When They See Us
    When They See Us is a critically acclaimed 2019 Netflix miniseries that dramatizes the wrongful conviction and eventual exoneration of the Central Park Five, highlighting systemic racism and injustice in the U.S. criminal legal system.
  • 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: Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime
Triple: [BlacKkKlansman, basedOn, Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime]
Generated description
"Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime" is a nonfiction memoir by Ron Stallworth recounting his real-life infiltration of the Ku Klux Klan as a Black police officer in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime
Target entity description: "Black Klansman: Race, Hate, and the Undercover Investigation of a Lifetime" is a nonfiction memoir by Ron Stallworth recounting his real-life infiltration of the Ku Klux Klan as a Black police officer in the 1970s.
  • A. The Thin Blue Line
    The Thin Blue Line is a British sitcom starring Rowan Atkinson as an inept yet well-meaning police inspector in a small-town police station.
  • B. Arc of Justice: A Saga of Race, Civil Rights, and Murder in the Jazz Age
    "Arc of Justice: A Saga of Race, Civil Rights, and Murder in the Jazz Age" is a nonfiction history book by Kevin Boyle that recounts the 1925 Detroit murder trial of Black physician Ossian Sweet, exploring its significance for American race relations and civil rights.
  • C. I Am Not Your Negro
    I Am Not Your Negro is a 2016 documentary film that uses James Baldwin’s unfinished manuscript and archival footage to examine the history of racism in the United States through his reflections on the lives and assassinations of Medgar Evers, Malcolm X, and Martin Luther King Jr.
  • D. Mississippi Burning
    Mississippi Burning is a 1988 American crime thriller film, loosely based on the real-life 1964 murders of civil rights workers in Mississippi, that explores racism and FBI investigation in the Deep South.
  • E. When They See Us
    When They See Us is a critically acclaimed 2019 Netflix miniseries that dramatizes the wrongful conviction and eventual exoneration of the Central Park Five, highlighting systemic racism and injustice in the U.S. criminal legal system.
  • 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_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_69c7cc22a39481909a2f38014260f302 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7cd95c8c48190aa4c7d086f03bc0f completed March 28, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7ce1b5e0081908d8e68fb1c0bfd3e completed March 28, 2026, 12:48 p.m.
Created at: March 27, 2026, 2:54 p.m.