Triple

T10090621
Position Surface form Disambiguated ID Type / Status
Subject B. P. Schulberg E215332 entity
Predicate fullName P16 FINISHED
Object Benjamin Percival Schulberg
Benjamin Percival Schulberg was an influential early American film producer and studio executive, best known for his work at Paramount Pictures during the silent and early sound eras.
E844626 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: Benjamin Percival Schulberg | Statement: [B. P. Schulberg, fullName, Benjamin Percival Schulberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Percival Schulberg
Context triple: [B. P. Schulberg, fullName, Benjamin Percival Schulberg]
  • A. Nat Fleischer
    Nat Fleischer was an American boxing writer and historian best known as the founder and long-time editor of The Ring magazine.
  • B. George Bergman
    George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
  • C. Douglas Shulman
    Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
  • D. Oscar Broneer
    Oscar Broneer was a Swedish-American archaeologist best known for his excavations in Greece, particularly at the sanctuary of Poseidon at Isthmia.
  • E. Jeb Sharewood
    Jeb Sharewood is a character from the classic television series "The Twilight Zone," appearing as one of the children in the episode "The Bewitchin’ Pool."
  • 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: Benjamin Percival Schulberg
Triple: [B. P. Schulberg, fullName, Benjamin Percival Schulberg]
Generated description
Benjamin Percival Schulberg was an influential early American film producer and studio executive, best known for his work at Paramount Pictures during the silent and early sound eras.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Percival Schulberg
Target entity description: Benjamin Percival Schulberg was an influential early American film producer and studio executive, best known for his work at Paramount Pictures during the silent and early sound eras.
  • A. Nat Fleischer
    Nat Fleischer was an American boxing writer and historian best known as the founder and long-time editor of The Ring magazine.
  • B. George Bergman
    George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
  • C. Douglas Shulman
    Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
  • D. Oscar Broneer
    Oscar Broneer was a Swedish-American archaeologist best known for his excavations in Greece, particularly at the sanctuary of Poseidon at Isthmia.
  • E. Jeb Sharewood
    Jeb Sharewood is a character from the classic television series "The Twilight Zone," appearing as one of the children in the episode "The Bewitchin’ Pool."
  • 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05960008190baecb8e4c9f2461f completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e583ec2c819086429bd6d323d780 completed April 5, 2026, 10:43 p.m.
NEDg Description generation batch_69d2e8bdbc208190b45efbb51d38087c completed April 5, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69d2e91061248190a7f9022c26daba0e completed April 5, 2026, 10:58 p.m.
Created at: March 30, 2026, 9:01 p.m.