Triple

T10493824
Position Surface form Disambiguated ID Type / Status
Subject Body Double E247483 entity
Predicate screenwriter P2831 FINISHED
Object Robert J. Avrech
Robert J. Avrech is an American screenwriter best known for his work on films such as "Body Double" and the Emmy Award–winning "The Devil's Arithmetic."
E935108 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: Robert J. Avrech | Statement: [Body Double, screenwriter, Robert J. Avrech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert J. Avrech
Context triple: [Body Double, screenwriter, Robert J. Avrech]
  • A. Edward A. Garmatz
    Edward A. Garmatz was a long-serving U.S. Congressman from Maryland who represented Baltimore in the House of Representatives in the mid-20th century.
  • B. Lewis J. Rachmil
    Lewis J. Rachmil was an American film and television producer known for his work on popular movies such as "Footloose."
  • C. Peter J. Weinberger
    Peter J. Weinberger is an American computer scientist known for his contributions to programming languages and tools at Bell Labs, including co-creating the AWK programming language.
  • D. Richard F. Natonski
    Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
  • E. Ronald L. Schwary
    Ronald L. Schwary was an American film producer best known for his Academy Award–winning work on "Ordinary People" and other major Hollywood 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: Robert J. Avrech
Triple: [Body Double, screenwriter, Robert J. Avrech]
Generated description
Robert J. Avrech is an American screenwriter best known for his work on films such as "Body Double" and the Emmy Award–winning "The Devil's Arithmetic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert J. Avrech
Target entity description: Robert J. Avrech is an American screenwriter best known for his work on films such as "Body Double" and the Emmy Award–winning "The Devil's Arithmetic."
  • A. Edward A. Garmatz
    Edward A. Garmatz was a long-serving U.S. Congressman from Maryland who represented Baltimore in the House of Representatives in the mid-20th century.
  • B. Lewis J. Rachmil
    Lewis J. Rachmil was an American film and television producer known for his work on popular movies such as "Footloose."
  • C. Peter J. Weinberger
    Peter J. Weinberger is an American computer scientist known for his contributions to programming languages and tools at Bell Labs, including co-creating the AWK programming language.
  • D. Richard F. Natonski
    Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
  • E. Ronald L. Schwary
    Ronald L. Schwary was an American film producer best known for his Academy Award–winning work on "Ordinary People" and other major Hollywood 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097fe2bc81909d66ce43f3533284 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69e712b2ff1081908ccf311e1133ab72 completed April 21, 2026, 6:01 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
Created at: April 6, 2026, 12:24 p.m.