Triple

T21336112
Position Surface form Disambiguated ID Type / Status
Subject Doris Dowling E526050 entity
Predicate spouse P13 FINISHED
Object Leonard Kaufman
Leonard Kaufman was the husband of American film and television actress Doris Dowling, known primarily in relation to her career and personal life.
E1479589 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: Leonard Kaufman | Statement: [Doris Dowling, spouse, Leonard Kaufman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Kaufman
Context triple: [Doris Dowling, spouse, Leonard Kaufman]
  • A. Gene Corman
    Gene Corman was an American film producer and talent agent known for his work in low-budget genre films and for collaborating with major studios on commercially successful projects.
  • B. Paul Bartel
    Paul Bartel was an American actor, director, and screenwriter best known for his work in cult comedies such as "Eating Raoul" and numerous character roles in film and television.
  • C. Lawrence Dobkin
    Lawrence Dobkin was an American character actor, director, and narrator known for his prolific work in film, television, and radio from the 1940s through the 1980s.
  • D. Joseph D. Reitman
    Joseph D. Reitman is an American actor, writer, producer, and poker player known for his character roles in film and television as well as his involvement in professional poker tournaments.
  • E. Rod Lurie
    Rod Lurie is an Israeli-American filmmaker and former film critic known for directing politically charged dramas and war films such as "The Contender" and "The Outpost."
  • 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: Leonard Kaufman
Triple: [Doris Dowling, spouse, Leonard Kaufman]
Generated description
Leonard Kaufman was the husband of American film and television actress Doris Dowling, known primarily in relation to her career and personal life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard Kaufman
Target entity description: Leonard Kaufman was the husband of American film and television actress Doris Dowling, known primarily in relation to her career and personal life.
  • A. Gene Corman
    Gene Corman was an American film producer and talent agent known for his work in low-budget genre films and for collaborating with major studios on commercially successful projects.
  • B. Paul Bartel
    Paul Bartel was an American actor, director, and screenwriter best known for his work in cult comedies such as "Eating Raoul" and numerous character roles in film and television.
  • C. Lawrence Dobkin
    Lawrence Dobkin was an American character actor, director, and narrator known for his prolific work in film, television, and radio from the 1940s through the 1980s.
  • D. Joseph D. Reitman
    Joseph D. Reitman is an American actor, writer, producer, and poker player known for his character roles in film and television as well as his involvement in professional poker tournaments.
  • E. Rod Lurie
    Rod Lurie is an Israeli-American filmmaker and former film critic known for directing politically charged dramas and war films such as "The Contender" and "The Outpost."
  • 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_69e0b51c33048190ab27cede74ef798c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e898d7d8b88190b2f346e4592b3bc5 completed April 22, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad58a7488190bf8478966cb4eb16 completed May 17, 2026, 11:58 a.m.
NEDg Description generation batch_6a09adc17fe881909912debd91aaa115 completed May 17, 2026, noon
NED2 Entity disambiguation (via description) batch_6a09aec317d081908f98379c17ad58de completed May 17, 2026, 12:04 p.m.
Created at: April 16, 2026, 4:43 p.m.