Triple

T15064007
Position Surface form Disambiguated ID Type / Status
Subject On Deadly Ground E379708 entity
Predicate producer P490 FINISHED
Object Julius R. Nasso
Julius R. Nasso is an American film producer best known for his work on action movies, including several collaborations with Steven Seagal.
E1367429 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: Julius R. Nasso | Statement: [On Deadly Ground, producer, Julius R. Nasso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julius R. Nasso
Context triple: [On Deadly Ground, producer, Julius R. Nasso]
  • A. Bernard L. Nussbaum
    Bernard L. Nussbaum is an American lawyer and television producer best known for his work as an executive producer on the legal drama series "Body of Proof."
  • B. Herman Lieberman
    Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
  • C. Julius R. Weinberg
    Julius R. Weinberg is a British academic and educational leader known for serving as Vice-Chancellor of Kingston University and later as Chair of Ofsted.
  • D. Milton J. Rubenstein
    Milton J. Rubenstein was a philanthropist and prominent supporter of science and technology education, for whom the Museum of Science and Technology in Syracuse, New York is named.
  • E. Leo F. Forbstein
    Leo F. Forbstein was an American film music director and conductor best known for his work during Hollywood’s early sound era, particularly at Warner Bros.
  • 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: Julius R. Nasso
Triple: [On Deadly Ground, producer, Julius R. Nasso]
Generated description
Julius R. Nasso is an American film producer best known for his work on action movies, including several collaborations with Steven Seagal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julius R. Nasso
Target entity description: Julius R. Nasso is an American film producer best known for his work on action movies, including several collaborations with Steven Seagal.
  • A. Bernard L. Nussbaum
    Bernard L. Nussbaum is an American lawyer and television producer best known for his work as an executive producer on the legal drama series "Body of Proof."
  • B. Herman Lieberman
    Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
  • C. Julius R. Weinberg
    Julius R. Weinberg is a British academic and educational leader known for serving as Vice-Chancellor of Kingston University and later as Chair of Ofsted.
  • D. Milton J. Rubenstein
    Milton J. Rubenstein was a philanthropist and prominent supporter of science and technology education, for whom the Museum of Science and Technology in Syracuse, New York is named.
  • E. Leo F. Forbstein
    Leo F. Forbstein was an American film music director and conductor best known for his work during Hollywood’s early sound era, particularly at Warner Bros.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee803ac81908bb7d66e49c2eb72 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e5292288190b004fa44e560eeff completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070f2772e881909b3ea02f51c3feb6 completed May 15, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_6a070fe766d081909453b1f8563817e8 completed May 15, 2026, 12:21 p.m.
Created at: April 10, 2026, 3:02 a.m.