Triple

T2172889
Position Surface form Disambiguated ID Type / Status
Subject The Graduate E48463 entity
Predicate producer P490 FINISHED
Object Lawrence Turman
Lawrence Turman is an American film producer best known for his work on influential Hollywood films and for his long career shaping and mentoring talent in the movie industry.
E243062 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: Lawrence Turman | Statement: [The Graduate, producer, Lawrence Turman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lawrence Turman
Context triple: [The Graduate, producer, Lawrence Turman]
  • A. Stirling Silliphant
    Stirling Silliphant was an American screenwriter best known for his prolific work in film and television, including the Oscar-winning screenplay for "In the Heat of the Night."
  • B. Kevin Kiner
    Kevin Kiner is an American composer best known for his prolific work on film and television scores, including major franchises like Star Wars and DC Comics adaptations.
  • C. Curt Siodmak
    Curt Siodmak was a German-American novelist and screenwriter best known for his influential work in horror and science fiction films, including classic Universal monster movies.
  • D. Dick Van Patten
    Dick Van Patten was an American actor best known for his role as the father on the television series "Eight Is Enough" and for numerous character roles in film and TV comedies.
  • E. David Hand
    David Hand was an American animator and film director best known for his pioneering work at Walt Disney Studios, including directing classic feature-length animated films.
  • 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: Lawrence Turman
Triple: [The Graduate, producer, Lawrence Turman]
Generated description
Lawrence Turman is an American film producer best known for his work on influential Hollywood films and for his long career shaping and mentoring talent in the movie industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lawrence Turman
Target entity description: Lawrence Turman is an American film producer best known for his work on influential Hollywood films and for his long career shaping and mentoring talent in the movie industry.
  • A. Stirling Silliphant
    Stirling Silliphant was an American screenwriter best known for his prolific work in film and television, including the Oscar-winning screenplay for "In the Heat of the Night."
  • B. Kevin Kiner
    Kevin Kiner is an American composer best known for his prolific work on film and television scores, including major franchises like Star Wars and DC Comics adaptations.
  • C. Curt Siodmak
    Curt Siodmak was a German-American novelist and screenwriter best known for his influential work in horror and science fiction films, including classic Universal monster movies.
  • D. Dick Van Patten
    Dick Van Patten was an American actor best known for his role as the father on the television series "Eight Is Enough" and for numerous character roles in film and TV comedies.
  • E. David Hand
    David Hand was an American animator and film director best known for his pioneering work at Walt Disney Studios, including directing classic feature-length animated films.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbecb97a48190834e3e536184bbd1 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9c61448190930777bcf2028882 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e1ea6108190b22ead618d620613 completed March 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.