Triple

T13091370
Position Surface form Disambiguated ID Type / Status
Subject Gordon Welchman E310469 entity
Predicate authorOf P4244 FINISHED
Object The Hut Six Story
The Hut Six Story is a memoir by Bletchley Park codebreaker Gordon Welchman recounting his crucial role in breaking German Enigma ciphers during World War II.
E1019452 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: The Hut Six Story | Statement: [Gordon Welchman, authorOf, The Hut Six Story]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hut Six Story
Context triple: [Gordon Welchman, authorOf, The Hut Six Story]
  • A. Roosevelt's Secret War
    Roosevelt's Secret War is a historical book by Joseph E. Persico that explores Franklin D. Roosevelt’s extensive use of intelligence, espionage, and covert operations during World War II.
  • B. Blind Man’s Bluff
    Blind Man’s Bluff is an 18th-century Rococo painting by Jean-Honoré Fragonard that depicts aristocrats playfully engaged in a game of blind man’s buff in a lush garden setting.
  • C. The Craft of Intelligence
    The Craft of Intelligence is a seminal book on espionage and intelligence operations written by former CIA Director Allen Dulles, offering an insider’s perspective on the theory and practice of modern intelligence work.
  • D. The Spy Who Tried to Stop a War
    "The Spy Who Tried to Stop a War" is a non-fiction book recounting the true story of British intelligence whistleblower Katharine Gun, who exposed a secret U.S.-U.K. operation to manipulate United Nations support for the 2003 Iraq invasion.
  • E. The Unknown Known
    The Unknown Known is a 2013 documentary film by Errol Morris that explores the career, philosophy, and public statements of former U.S. Secretary of Defense Donald Rumsfeld, particularly regarding the Iraq War.
  • 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: The Hut Six Story
Triple: [Gordon Welchman, authorOf, The Hut Six Story]
Generated description
The Hut Six Story is a memoir by Bletchley Park codebreaker Gordon Welchman recounting his crucial role in breaking German Enigma ciphers during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hut Six Story
Target entity description: The Hut Six Story is a memoir by Bletchley Park codebreaker Gordon Welchman recounting his crucial role in breaking German Enigma ciphers during World War II.
  • A. Roosevelt's Secret War
    Roosevelt's Secret War is a historical book by Joseph E. Persico that explores Franklin D. Roosevelt’s extensive use of intelligence, espionage, and covert operations during World War II.
  • B. Blind Man’s Bluff
    Blind Man’s Bluff is an 18th-century Rococo painting by Jean-Honoré Fragonard that depicts aristocrats playfully engaged in a game of blind man’s buff in a lush garden setting.
  • C. The Craft of Intelligence
    The Craft of Intelligence is a seminal book on espionage and intelligence operations written by former CIA Director Allen Dulles, offering an insider’s perspective on the theory and practice of modern intelligence work.
  • D. The Spy Who Tried to Stop a War
    "The Spy Who Tried to Stop a War" is a non-fiction book recounting the true story of British intelligence whistleblower Katharine Gun, who exposed a secret U.S.-U.K. operation to manipulate United Nations support for the 2003 Iraq invasion.
  • E. The Unknown Known
    The Unknown Known is a 2013 documentary film by Errol Morris that explores the career, philosophy, and public statements of former U.S. Secretary of Defense Donald Rumsfeld, particularly regarding the Iraq War.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9813acbac8190b2fe5e07287457cf completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d61629ac8190a2dfa11951a877f0 completed May 3, 2026, 4:59 a.m.
NEDg Description generation batch_69f6d6e326408190b7906c7ea8e3ef85 completed May 3, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6d873b978819097962c82e8ffdac8 completed May 3, 2026, 5:09 a.m.
Created at: April 9, 2026, 9:03 p.m.