Triple

T5246157
Position Surface form Disambiguated ID Type / Status
Subject I Love You to Death E118463 entity
Predicate producer P490 FINISHED
Object 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.
E573313 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: Ronald L. Schwary | Statement: [I Love You to Death, producer, Ronald L. Schwary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ronald L. Schwary
Context triple: [I Love You to Death, producer, Ronald L. Schwary]
  • A. Bernard J. Rothlein
    Bernard J. Rothlein is an American engineer and entrepreneur best known as one of the founders of the semiconductor company National Semiconductor.
  • B. 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.
  • C. Edward S. Feldman
    Edward S. Feldman is an American film producer known for overseeing a range of notable movies across several decades, including acclaimed dramas and thrillers.
  • D. Richard N. Gladstein
    Richard N. Gladstein is an American film producer known for his work on numerous acclaimed independent and studio films, including collaborations with prominent directors like Quentin Tarantino.
  • E. 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.
  • 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: Ronald L. Schwary
Triple: [I Love You to Death, producer, Ronald L. Schwary]
Generated description
Ronald L. Schwary was an American film producer best known for his Academy Award–winning work on "Ordinary People" and other major Hollywood films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ronald L. Schwary
Target entity description: Ronald L. Schwary was an American film producer best known for his Academy Award–winning work on "Ordinary People" and other major Hollywood films.
  • A. Bernard J. Rothlein
    Bernard J. Rothlein is an American engineer and entrepreneur best known as one of the founders of the semiconductor company National Semiconductor.
  • B. 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.
  • C. Edward S. Feldman
    Edward S. Feldman is an American film producer known for overseeing a range of notable movies across several decades, including acclaimed dramas and thrillers.
  • D. Richard N. Gladstein
    Richard N. Gladstein is an American film producer known for his work on numerous acclaimed independent and studio films, including collaborations with prominent directors like Quentin Tarantino.
  • E. 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.
  • 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_69bd4468aacc8190a8196f71855cdf4f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b515edc8190a9db198d4eb1c4f6 completed March 20, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141085da88190bf5cd0a90914f929 completed March 23, 2026, 1:32 p.m.
NEDg Description generation batch_69c147512a8081908d7d5fe1b1af8271 completed March 23, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69c147d47ea48190aa888b5185eea9c3 completed March 23, 2026, 2:01 p.m.
Created at: March 20, 2026, 1:49 p.m.