Triple

T4609812
Position Surface form Disambiguated ID Type / Status
Subject Top Secret! E100526 entity
Predicate screenwriter P2831 FINISHED
Object Martyn Burke
Martyn Burke is a Canadian filmmaker and writer known for his work as a screenwriter and director in both film and television, often blending satire with political and social themes.
 E456216 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: Martyn Burke | Statement: [Top Secret!, screenwriter, Martyn Burke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martyn Burke
Context triple: [Top Secret!, screenwriter, Martyn Burke]
  • A. Graham Martin
    Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam War.
  • B. Graham Walters
    Graham Walters is a film producer best known for his work on the acclaimed Pixar animated feature "Finding Nemo."
  • C. Stuart Burge
    Stuart Burge was a British film, television, and theatre director best known for his adaptations of classic plays, particularly works by Shakespeare.
  • D. John Brett
    John Brett was a 19th-century British painter associated with the Pre-Raphaelite movement, renowned for his highly detailed landscapes and maritime scenes.
  • E. Dan Bunting
    Dan Bunting is a video game developer best known for his leadership and design work on the Call of Duty series at Treyarch.
  • 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: Martyn Burke
Triple: [Top Secret!, screenwriter, Martyn Burke]
Generated description
Martyn Burke is a Canadian filmmaker and writer known for his work as a screenwriter and director in both film and television, often blending satire with political and social themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martyn Burke
Target entity description: Martyn Burke is a Canadian filmmaker and writer known for his work as a screenwriter and director in both film and television, often blending satire with political and social themes.
  • A. Graham Martin
    Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam War.
  • B. Graham Walters
    Graham Walters is a film producer best known for his work on the acclaimed Pixar animated feature "Finding Nemo."
  • C. Stuart Burge
    Stuart Burge was a British film, television, and theatre director best known for his adaptations of classic plays, particularly works by Shakespeare.
  • D. John Brett
    John Brett was a 19th-century British painter associated with the Pre-Raphaelite movement, renowned for his highly detailed landscapes and maritime scenes.
  • E. Dan Bunting
    Dan Bunting is a video game developer best known for his leadership and design work on the Call of Duty series at Treyarch.
  • 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599f08d88190ad4bed8bafb592cd completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa7e918881908743818e0645da46 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb6fa3fc8190b79b641025710eb1 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbeddd7c8190955bd3363fec4ca1 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:12 p.m.