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.