Triple

T20390529
Position Surface form Disambiguated ID Type / Status
Subject Universal Soldier E498071 entity
Predicate writer P1360 FINISHED
Object Richard Rothstein
Richard Rothstein is an American screenwriter and filmmaker best known for creating and writing the cult science fiction film "Universal Soldier."
E1427784 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: Richard Rothstein | Statement: [Universal Soldier, writer, Richard Rothstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Rothstein
Context triple: [Universal Soldier, writer, Richard Rothstein]
  • A. Michael Bonvillain
    Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
  • B. Harry Litwack
    Harry Litwack was a Hall of Fame American college basketball coach best known for building Temple University into a national power in the mid-20th century.
  • C. Herbert G. Gutman
    Herbert G. Gutman was an influential American labor and social historian known for his pioneering studies of working-class life, slavery, and family structures in the United States.
  • D. George M. Fredrickson
    George M. Fredrickson was a prominent American historian known for his influential comparative studies of racism and white supremacy in the United States and South Africa.
  • E. Benn W. Levy
    Benn W. Levy was a British playwright, screenwriter, and politician known for his work in early sound cinema and his later career as a Labour Member of Parliament.
  • 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: Richard Rothstein
Triple: [Universal Soldier, writer, Richard Rothstein]
Generated description
Richard Rothstein is an American screenwriter and filmmaker best known for creating and writing the cult science fiction film "Universal Soldier."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Rothstein
Target entity description: Richard Rothstein is an American screenwriter and filmmaker best known for creating and writing the cult science fiction film "Universal Soldier."
  • A. Michael Bonvillain
    Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
  • B. Harry Litwack
    Harry Litwack was a Hall of Fame American college basketball coach best known for building Temple University into a national power in the mid-20th century.
  • C. Herbert G. Gutman
    Herbert G. Gutman was an influential American labor and social historian known for his pioneering studies of working-class life, slavery, and family structures in the United States.
  • D. George M. Fredrickson
    George M. Fredrickson was a prominent American historian known for his influential comparative studies of racism and white supremacy in the United States and South Africa.
  • E. Benn W. Levy
    Benn W. Levy was a British playwright, screenwriter, and politician known for his work in early sound cinema and his later career as a Labour Member of Parliament.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790f8d9c819093038f6bb6f47a92 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087624308c819095fbdddf56d86e7b completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877441fc88190a6308238638eb6d3 completed May 16, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0877eba3f88190a8e3752a1299404e completed May 16, 2026, 1:58 p.m.
Created at: April 16, 2026, 11:28 a.m.