Triple

T10303717
Position Surface form Disambiguated ID Type / Status
Subject Geoffrey R. Stone E241695 entity
Predicate notableWork P4 FINISHED
Object Top Secret: When Our Government Keeps Us in the Dark
"Top Secret: When Our Government Keeps Us in the Dark" is a nonfiction book by constitutional law scholar Geoffrey R. Stone that examines government secrecy in the United States and its tension with democratic transparency and civil liberties.
E854178 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: Top Secret: When Our Government Keeps Us in the Dark | Statement: [Geoffrey R. Stone, notableWork, Top Secret: When Our Government Keeps Us in the Dark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Top Secret: When Our Government Keeps Us in the Dark
Context triple: [Geoffrey R. Stone, notableWork, Top Secret: When Our Government Keeps Us in the Dark]
  • A. Portillo’s State Secrets
    Portillo’s State Secrets is a British television documentary series in which Michael Portillo explores previously classified government files to reveal hidden stories from the UK’s political and social history.
  • B. Official Secrets
    Official Secrets is a 2019 political thriller film dramatizing the true story of British whistleblower Katharine Gun, who exposed an illegal NSA spying operation before the 2003 Iraq invasion.
  • C. Top Secret!
    Top Secret! is a 1984 parody film that spoofs World War II spy movies and Elvis-style musicals, known for its absurd visual gags and deadpan humor.
  • D. Facts and Fears: Hard Truths from a Life in Intelligence
    Facts and Fears: Hard Truths from a Life in Intelligence is a memoir by former U.S. Director of National Intelligence James R. Clapper that reflects on his decades-long career in American intelligence and the challenges of national security in the modern era.
  • E. My Secret Life in the CIA
    My Secret Life in the CIA is the subtitle of the memoir "The Master of Disguise," which recounts the covert operations and career of former CIA disguise specialist Antonio J. Mendez.
  • 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: Top Secret: When Our Government Keeps Us in the Dark
Triple: [Geoffrey R. Stone, notableWork, Top Secret: When Our Government Keeps Us in the Dark]
Generated description
"Top Secret: When Our Government Keeps Us in the Dark" is a nonfiction book by constitutional law scholar Geoffrey R. Stone that examines government secrecy in the United States and its tension with democratic transparency and civil liberties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Top Secret: When Our Government Keeps Us in the Dark
Target entity description: "Top Secret: When Our Government Keeps Us in the Dark" is a nonfiction book by constitutional law scholar Geoffrey R. Stone that examines government secrecy in the United States and its tension with democratic transparency and civil liberties.
  • A. Portillo’s State Secrets
    Portillo’s State Secrets is a British television documentary series in which Michael Portillo explores previously classified government files to reveal hidden stories from the UK’s political and social history.
  • B. Official Secrets
    Official Secrets is a 2019 political thriller film dramatizing the true story of British whistleblower Katharine Gun, who exposed an illegal NSA spying operation before the 2003 Iraq invasion.
  • C. Top Secret!
    Top Secret! is a 1984 parody film that spoofs World War II spy movies and Elvis-style musicals, known for its absurd visual gags and deadpan humor.
  • D. Facts and Fears: Hard Truths from a Life in Intelligence
    Facts and Fears: Hard Truths from a Life in Intelligence is a memoir by former U.S. Director of National Intelligence James R. Clapper that reflects on his decades-long career in American intelligence and the challenges of national security in the modern era.
  • E. My Secret Life in the CIA
    My Secret Life in the CIA is the subtitle of the memoir "The Master of Disguise," which recounts the covert operations and career of former CIA disguise specialist Antonio J. Mendez.
  • 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_69d381ac38808190a8ca7457c85b625b completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d308f034819098da69b963eb8a02 completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d4f6c30819098bcdc77ba1836c3 completed April 9, 2026, 3:30 a.m.
NEDg Description generation batch_69d73185266481909e79eddc33469d8d completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d73279922c8190b616e1a61df4d227 completed April 9, 2026, 5 a.m.
Created at: April 6, 2026, 11:45 a.m.