Triple

T13605955
Position Surface form Disambiguated ID Type / Status
Subject The Wizard of Lies E325061 entity
Predicate screenwriter P2831 FINISHED
Object John Burnham Schwartz
John Burnham Schwartz is an American novelist and screenwriter known for works such as "Reservation Road" and his contributions to film and television adaptations.
E1151257 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: John Burnham Schwartz | Statement: [The Wizard of Lies, screenwriter, John Burnham Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Burnham Schwartz
Context triple: [The Wizard of Lies, screenwriter, John Burnham Schwartz]
  • A. A. R. Schwartz
    A. R. Schwartz was an American politician who served for many years in the Texas Legislature, where he was known for his independent streak and advocacy on coastal and environmental issues.
  • B. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • C. Douglas Schwartz
    Douglas Schwartz is an American television and film producer best known for his work on the Baywatch franchise.
  • D. Walter Seltzer
    Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
  • E. Jacob Schwartz
    Jacob Schwartz was one of the Russian Jewish immigrant anarchists prosecuted in the 1919 U.S. Supreme Court case Abrams v. United States for distributing anti-war leaflets during World War I.
  • 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: John Burnham Schwartz
Triple: [The Wizard of Lies, screenwriter, John Burnham Schwartz]
Generated description
John Burnham Schwartz is an American novelist and screenwriter known for works such as "Reservation Road" and his contributions to film and television adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Burnham Schwartz
Target entity description: John Burnham Schwartz is an American novelist and screenwriter known for works such as "Reservation Road" and his contributions to film and television adaptations.
  • A. A. R. Schwartz
    A. R. Schwartz was an American politician who served for many years in the Texas Legislature, where he was known for his independent streak and advocacy on coastal and environmental issues.
  • B. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • C. Douglas Schwartz
    Douglas Schwartz is an American television and film producer best known for his work on the Baywatch franchise.
  • D. Walter Seltzer
    Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
  • E. Jacob Schwartz
    Jacob Schwartz was one of the Russian Jewish immigrant anarchists prosecuted in the 1919 U.S. Supreme Court case Abrams v. United States for distributing anti-war leaflets during World War I.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07e442c819086a8cbb967c03ad3 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff01ce8f988190b503af0cd5f2a97e completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff02a62dcc819087eddd2f0b4c29cb completed May 9, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ff036153588190ae46fcde257eb3cb completed May 9, 2026, 9:50 a.m.
Created at: April 9, 2026, 9:50 p.m.