Triple

T7537086
Position Surface form Disambiguated ID Type / Status
Subject Stansfield Turner E178177 entity
Predicate notableWork P4 FINISHED
Object Secrecy and Democracy: The CIA in Transition
"Secrecy and Democracy: The CIA in Transition" is a book by former CIA Director Stansfield Turner that critically examines the Agency’s operations and advocates for greater accountability and oversight in a democratic society.
E672415 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: Secrecy and Democracy: The CIA in Transition | Statement: [Stansfield Turner, notableWork, Secrecy and Democracy: The CIA in Transition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secrecy and Democracy: The CIA in Transition
Context triple: [Stansfield Turner, notableWork, Secrecy and Democracy: The CIA in Transition]
  • A. My Secret History in the CIA, Watergate, and Beyond
    "My Secret History in the CIA, Watergate, and Beyond" is the subtitle of the memoir "American Spy," which recounts the covert career and political intrigue experienced by a former U.S. intelligence operative.
  • B. United States President's Commission on CIA Activities within the United States
    The United States President's Commission on CIA Activities within the United States, commonly known as the Rockefeller Commission, was a 1975 presidential commission tasked with investigating alleged illegal domestic activities by the CIA.
  • C. Veil: The Secret Wars of the CIA 1981–1987
    Veil: The Secret Wars of the CIA 1981–1987 is a non-fiction book by investigative journalist Bob Woodward that examines the covert operations, internal politics, and controversies of the CIA during the Reagan administration.
  • D. Nixon administration covert operations network
    The Nixon administration covert operations network was a clandestine group of White House-linked operatives who conducted illegal intelligence-gathering, sabotage, and political espionage activities during Richard Nixon’s presidency.
  • 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: Secrecy and Democracy: The CIA in Transition
Triple: [Stansfield Turner, notableWork, Secrecy and Democracy: The CIA in Transition]
Generated description
"Secrecy and Democracy: The CIA in Transition" is a book by former CIA Director Stansfield Turner that critically examines the Agency’s operations and advocates for greater accountability and oversight in a democratic society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secrecy and Democracy: The CIA in Transition
Target entity description: "Secrecy and Democracy: The CIA in Transition" is a book by former CIA Director Stansfield Turner that critically examines the Agency’s operations and advocates for greater accountability and oversight in a democratic society.
  • A. My Secret History in the CIA, Watergate, and Beyond
    "My Secret History in the CIA, Watergate, and Beyond" is the subtitle of the memoir "American Spy," which recounts the covert career and political intrigue experienced by a former U.S. intelligence operative.
  • B. United States President's Commission on CIA Activities within the United States
    The United States President's Commission on CIA Activities within the United States, commonly known as the Rockefeller Commission, was a 1975 presidential commission tasked with investigating alleged illegal domestic activities by the CIA.
  • C. Veil: The Secret Wars of the CIA 1981–1987
    Veil: The Secret Wars of the CIA 1981–1987 is a non-fiction book by investigative journalist Bob Woodward that examines the covert operations, internal politics, and controversies of the CIA during the Reagan administration.
  • D. Nixon administration covert operations network
    The Nixon administration covert operations network was a clandestine group of White House-linked operatives who conducted illegal intelligence-gathering, sabotage, and political espionage activities during Richard Nixon’s presidency.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84db0c48190b2b3d8c5f802f713 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f108aec81909b0738b6273d5bd3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853ef32288190bcd3c53242bfba25 completed March 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c85458fa7481908809f46373445156 completed March 28, 2026, 10:21 p.m.
Created at: March 27, 2026, 3:48 p.m.