Triple

T7230438
Position Surface form Disambiguated ID Type / Status
Subject BlacKkKlansman E154886 entity
Predicate producer P490 FINISHED
Object Raymond Mansfield
Raymond Mansfield is a film producer best known for his work on acclaimed movies such as "BlacKkKlansman."
E657920 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: Raymond Mansfield | Statement: [BlacKkKlansman, producer, Raymond Mansfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond Mansfield
Context triple: [BlacKkKlansman, producer, Raymond Mansfield]
  • A. Raymond Wheeler
    Raymond Wheeler was a senior United States Army general who played a key leadership role in Allied operations in the China-Burma-India theater during World War II.
  • B. Raymond Walburn
    Raymond Walburn was an American character actor known for his comedic and often pompous roles in Hollywood films of the 1930s and 1940s.
  • C. Raymond Parks
    Raymond Parks was an African American barber and civil rights activist in Montgomery, Alabama, known for his early involvement in the NAACP and support of his wife Rosa Parks’ historic role in the civil rights movement.
  • D. Victor Maynard
    Victor Maynard is a fastidious, aging British hitman whose orderly professional life is upended when he becomes entangled with an unpredictable young woman in the dark comedy film "Wild Target."
  • E. Raymond Chambers
    Raymond Chambers is an American philanthropist and businessman known for his work in global health initiatives and efforts to combat malaria.
  • 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: Raymond Mansfield
Triple: [BlacKkKlansman, producer, Raymond Mansfield]
Generated description
Raymond Mansfield is a film producer best known for his work on acclaimed movies such as "BlacKkKlansman."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond Mansfield
Target entity description: Raymond Mansfield is a film producer best known for his work on acclaimed movies such as "BlacKkKlansman."
  • A. Raymond Wheeler
    Raymond Wheeler was a senior United States Army general who played a key leadership role in Allied operations in the China-Burma-India theater during World War II.
  • B. Raymond Walburn
    Raymond Walburn was an American character actor known for his comedic and often pompous roles in Hollywood films of the 1930s and 1940s.
  • C. Raymond Parks
    Raymond Parks was an African American barber and civil rights activist in Montgomery, Alabama, known for his early involvement in the NAACP and support of his wife Rosa Parks’ historic role in the civil rights movement.
  • D. Victor Maynard
    Victor Maynard is a fastidious, aging British hitman whose orderly professional life is upended when he becomes entangled with an unpredictable young woman in the dark comedy film "Wild Target."
  • E. Raymond Chambers
    Raymond Chambers is an American philanthropist and businessman known for his work in global health initiatives and efforts to combat malaria.
  • 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_69c7fa67ec208190b513bf7e8252cdcb completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fbe2a86881909be54dac809aa9af completed March 28, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc84fff48190b4b43da21a9ede51 completed March 28, 2026, 4:06 p.m.
Created at: March 27, 2026, 2:54 p.m.