Triple

T3197228
Position Surface form Disambiguated ID Type / Status
Subject Dead Poets Society E66962 entity
Predicate screenwriter P2831 FINISHED
Object Tom Schulman
Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
 E336722 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: Tom Schulman | Statement: [Dead Poets Society, screenwriter, Tom Schulman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Schulman
Context triple: [Dead Poets Society, screenwriter, Tom Schulman]
  • A. Adam Shulman
    Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
  • B. Judah Friedlander
    Judah Friedlander is an American comedian and actor best known for his deadpan humor, trademark trucker hats, and his role as writer Frank Rossitano on the television series "30 Rock."
  • C. Ben Margulies
    Ben Margulies is an American songwriter and producer best known for co-writing several early hits with Mariah Carey, including her debut single "Vision of Love."
  • D. Josh Levi
    Josh Levi is an American singer and actor known for his music career and for voicing a character in Pixar's animated film "Turning Red."
  • E. Arye Gross
    Arye Gross is an American actor known for his work in film, television, and theater, including roles in projects like the film "For the Boys" and the TV series "Ellen."
  • 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: Tom Schulman
Triple: [Dead Poets Society, screenwriter, Tom Schulman]
Generated description
Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Schulman
Target entity description: Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
  • A. Adam Shulman
    Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
  • B. Judah Friedlander
    Judah Friedlander is an American comedian and actor best known for his deadpan humor, trademark trucker hats, and his role as writer Frank Rossitano on the television series "30 Rock."
  • C. Ben Margulies
    Ben Margulies is an American songwriter and producer best known for co-writing several early hits with Mariah Carey, including her debut single "Vision of Love."
  • D. Josh Levi
    Josh Levi is an American singer and actor known for his music career and for voicing a character in Pixar's animated film "Turning Red."
  • E. Arye Gross
    Arye Gross is an American actor known for his work in film, television, and theater, including roles in projects like the film "For the Boys" and the TV series "Ellen."
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada7192994819084817307065a25e2 completed March 8, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bb7cd488190ae95c140d9cda296 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24d39e77c8190818f71a3298852d7 completed March 12, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69b25178f3c08190be78bdbd0cdfc5f3 completed March 12, 2026, 5:39 a.m.
Created at: March 8, 2026, 3:07 p.m.