Triple
T4502415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Chiffre |
E101251
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
Soviet intelligence (in the novel)
Soviet intelligence (in the novel) is the fictional Cold War-era espionage organization backing the antagonist in Ian Fleming’s James Bond story, operating as a shadowy state security and spy apparatus.
|
E447312
|
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: Soviet intelligence (in the novel) | Statement: [Le Chiffre, affiliation, Soviet intelligence (in the novel)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soviet intelligence (in the novel) Context triple: [Le Chiffre, affiliation, Soviet intelligence (in the novel)]
-
A.
KGB 16th Directorate
KGB 16th Directorate was the Soviet-era signals intelligence and communications security branch of the KGB responsible for intercepting, decoding, and protecting state communications.
-
B.
The Intelligence Office
The Intelligence Office is a short story by Nathaniel Hawthorne, included in his collection "Mosses from an Old Manse," that satirically imagines a bureau where people seek information and fulfillment of their deepest desires.
-
C.
The Spy
The Spy is a film featuring Russian actress Svetlana Khodchenkova in a prominent role within a Cold War espionage narrative.
-
D.
The Spy
"The Spy" is an 1821 historical novel by James Fenimore Cooper set during the American Revolutionary War, often regarded as one of the earliest major works of American fiction.
-
E.
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.
- 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: Soviet intelligence (in the novel) Triple: [Le Chiffre, affiliation, Soviet intelligence (in the novel)]
Generated description
Soviet intelligence (in the novel) is the fictional Cold War-era espionage organization backing the antagonist in Ian Fleming’s James Bond story, operating as a shadowy state security and spy apparatus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soviet intelligence (in the novel) Target entity description: Soviet intelligence (in the novel) is the fictional Cold War-era espionage organization backing the antagonist in Ian Fleming’s James Bond story, operating as a shadowy state security and spy apparatus.
-
A.
KGB 16th Directorate
KGB 16th Directorate was the Soviet-era signals intelligence and communications security branch of the KGB responsible for intercepting, decoding, and protecting state communications.
-
B.
The Intelligence Office
The Intelligence Office is a short story by Nathaniel Hawthorne, included in his collection "Mosses from an Old Manse," that satirically imagines a bureau where people seek information and fulfillment of their deepest desires.
-
C.
The Spy
"The Spy" is an 1821 historical novel by James Fenimore Cooper set during the American Revolutionary War, often regarded as one of the earliest major works of American fiction.
-
D.
The Spy
The Spy is a film featuring Russian actress Svetlana Khodchenkova in a prominent role within a Cold War espionage narrative.
-
E.
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.
- 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_69bd43d175248190894dc58b5b395c26 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56fb2bec8190b74b6a49d9475514 |
completed | March 20, 2026, 2:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f90d6a4819085d911de5443f111 |
completed | March 20, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69bd71b00a2481909309765b6cc2e73d |
completed | March 20, 2026, 4:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd727abda08190bdc1d6ea015f3e46 |
completed | March 20, 2026, 4:14 p.m. |
Created at: March 20, 2026, 1 p.m.