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.