Triple

T10737458
Position Surface form Disambiguated ID Type / Status
Subject The Brothers Grimsby E253229 entity
Predicate producer P490 FINISHED
Object Todd Schulman
Todd Schulman is a film producer known for working on comedy and action projects, including collaborations with Sacha Baron Cohen.
E883693 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: Todd Schulman | Statement: [The Brothers Grimsby, producer, Todd Schulman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Todd Schulman
Context triple: [The Brothers Grimsby, producer, Todd Schulman]
  • A. Mark Schulman
    Mark Schulman is an American rock drummer and music educator best known for his work with major acts such as P!nk, Cher, and Foreigner.
  • B. Tom Schulman
    Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
  • C. Mark Shulman
    Mark Shulman is an American author best known for writing numerous children's books and humorous, educational titles for young readers.
  • D. Adam Shulman
    Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
  • E. Alex Shulman
    Alex Shulman is a person notable enough to be recognized as a bearer of the surname Shulman, though specific widely known biographical details are not clearly established.
  • 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: Todd Schulman
Triple: [The Brothers Grimsby, producer, Todd Schulman]
Generated description
Todd Schulman is a film producer known for working on comedy and action projects, including collaborations with Sacha Baron Cohen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Todd Schulman
Target entity description: Todd Schulman is a film producer known for working on comedy and action projects, including collaborations with Sacha Baron Cohen.
  • A. Mark Schulman
    Mark Schulman is an American rock drummer and music educator best known for his work with major acts such as P!nk, Cher, and Foreigner.
  • B. Tom Schulman
    Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
  • C. Mark Shulman
    Mark Shulman is an American author best known for writing numerous children's books and humorous, educational titles for young readers.
  • D. Adam Shulman
    Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
  • E. Ben Schulberg
    Ben Schulberg was an American film producer and studio executive active during the early Hollywood era.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d710410a04819090036597ac0d271c completed April 9, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22dce1cc8190a3511d86e8bd6d3e completed April 14, 2026, 11:19 a.m.
NEDg Description generation batch_69de271e2698819093bba748a0a0db5d completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2cdd79608190bad8045939556bc7 completed April 14, 2026, 12:02 p.m.
Created at: April 8, 2026, 9:14 p.m.