Triple

T13384467
Position Surface form Disambiguated ID Type / Status
Subject Beggars and Choosers E319403 entity
Predicate creator P184 FINISHED
Object Peter Lefcourt
Peter Lefcourt is an American novelist, screenwriter, and television producer known for his satirical fiction and work on various TV series.
E1052438 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: Peter Lefcourt | Statement: [Beggars and Choosers, creator, Peter Lefcourt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peter Lefcourt
Context triple: [Beggars and Choosers, creator, Peter Lefcourt]
  • A. James LeGros
    James LeGros is an American character actor known for his work in independent films and television, including roles in projects like "Drugstore Cowboy," "Ally McBeal," and "Justified."
  • B. William Lanteau
    William Lanteau was an American character actor known for his supporting roles in film and television, including a notable appearance in the drama "On Golden Pond."
  • C. Peter Lyman
    Peter Lyman is a charming and seemingly respectable British aristocrat and politician who becomes the prime murder suspect in Woody Allen’s mystery-comedy film "Scoop."
  • D. Geoffrey Bardon
    Geoffrey Bardon was an Australian art teacher and artist who played a pivotal role in the emergence of contemporary Western Desert Aboriginal art by encouraging and supporting Indigenous painters at Papunya in the early 1970s.
  • E. Anthony Kilhoffer
    Anthony Kilhoffer is a Grammy-winning American record producer and audio engineer known for his extensive work with artists like Kanye West and other major hip-hop and pop acts.
  • 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: Peter Lefcourt
Triple: [Beggars and Choosers, creator, Peter Lefcourt]
Generated description
Peter Lefcourt is an American novelist, screenwriter, and television producer known for his satirical fiction and work on various TV series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peter Lefcourt
Target entity description: Peter Lefcourt is an American novelist, screenwriter, and television producer known for his satirical fiction and work on various TV series.
  • A. James LeGros
    James LeGros is an American character actor known for his work in independent films and television, including roles in projects like "Drugstore Cowboy," "Ally McBeal," and "Justified."
  • B. William Lanteau
    William Lanteau was an American character actor known for his supporting roles in film and television, including a notable appearance in the drama "On Golden Pond."
  • C. Peter Lyman
    Peter Lyman is a charming and seemingly respectable British aristocrat and politician who becomes the prime murder suspect in Woody Allen’s mystery-comedy film "Scoop."
  • D. Geoffrey Bardon
    Geoffrey Bardon was an Australian art teacher and artist who played a pivotal role in the emergence of contemporary Western Desert Aboriginal art by encouraging and supporting Indigenous painters at Papunya in the early 1970s.
  • E. Anthony Kilhoffer
    Anthony Kilhoffer is a Grammy-winning American record producer and audio engineer known for his extensive work with artists like Kanye West and other major hip-hop and pop acts.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce80158819082156eaeaeda3bd8 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78ad2c4dc819083d23448d21bb0f3 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:33 p.m.