Triple

T2864994
Position Surface form Disambiguated ID Type / Status
Subject Jeremy Irvine E63416 entity
Predicate portrayed P1668 FINISHED
Object J. Randolph Bentley in Treadstone
J. Randolph Bentley in *Treadstone* is a central CIA operative character in the *Bourne* universe TV series, depicted as a highly trained asset entangled in the covert Treadstone program’s conspiracies.
 E305193 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: J. Randolph Bentley in Treadstone | Statement: [Jeremy Irvine, portrayed, J. Randolph Bentley in Treadstone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. Randolph Bentley in Treadstone
Context triple: [Jeremy Irvine, portrayed, J. Randolph Bentley in Treadstone]
  • A. Treadstone
    Treadstone is a covert CIA black-ops program in the Jason Bourne series that trains and controls elite assassins through extreme psychological and physical conditioning.
  • B. Peter Stone
    Peter Stone is an American computer scientist known for his influential work in artificial intelligence and robotics, particularly in multiagent systems and robot soccer.
  • C. Leon Ames
    Leon Ames was an American character actor best known for his prolific film and television career from the 1930s through the 1970s, often portraying dignified fathers, professionals, and authority figures.
  • D. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • E. John Tate
    John Tate was an influential American mathematician renowned for his foundational work in number theory and arithmetic geometry.
  • 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: J. Randolph Bentley in Treadstone
Triple: [Jeremy Irvine, portrayed, J. Randolph Bentley in Treadstone]
Generated description
J. Randolph Bentley in *Treadstone* is a central CIA operative character in the *Bourne* universe TV series, depicted as a highly trained asset entangled in the covert Treadstone program’s conspiracies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. Randolph Bentley in Treadstone
Target entity description: J. Randolph Bentley in *Treadstone* is a central CIA operative character in the *Bourne* universe TV series, depicted as a highly trained asset entangled in the covert Treadstone program’s conspiracies.
  • A. Treadstone
    Treadstone is a covert CIA black-ops program in the Jason Bourne series that trains and controls elite assassins through extreme psychological and physical conditioning.
  • B. Peter Stone
    Peter Stone is an American computer scientist known for his influential work in artificial intelligence and robotics, particularly in multiagent systems and robot soccer.
  • C. Leon Ames
    Leon Ames was an American character actor best known for his prolific film and television career from the 1930s through the 1970s, often portraying dignified fathers, professionals, and authority figures.
  • D. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • E. John Tate
    John Tate was an influential American mathematician renowned for his foundational work in number theory and arithmetic geometry.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfb9e64c819087b1a47caeb174d5 completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01da458ec8190ae07237d7e23b302 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e45f6e481908665e0961c3a3778 completed March 10, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69b0224832108190be252c0245d588d2 completed March 10, 2026, 1:53 p.m.
Created at: March 6, 2026, 10:02 p.m.