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.