Triple

T7594862
Position Surface form Disambiguated ID Type / Status
Subject The Living Daylights E179832 entity
Predicate featuresCharacter P626 FINISHED
Object General Georgi Koskov
General Georgi Koskov is a fictional Soviet defector and duplicitous military officer who serves as a central antagonist in the James Bond film "The Living Daylights."
E674766 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: General Georgi Koskov | Statement: [The Living Daylights, featuresCharacter, General Georgi Koskov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Georgi Koskov
Context triple: [The Living Daylights, featuresCharacter, General Georgi Koskov]
  • A. General Ivan Susloparov
    General Ivan Susloparov was a Soviet military officer best known for representing the USSR and signing as its delegate at Germany’s unconditional surrender in Reims in May 1945.
  • B. General Pavel Liprandi
    General Pavel Liprandi was a Russian Imperial Army officer best known for leading the Russian forces that opposed the British during the Crimean War, including at the Battle of Balaclava.
  • C. General Mikhail Alekseyev
    General Mikhail Alekseyev was a senior Russian Imperial Army commander and chief of staff who played a key role in the political and military events surrounding the collapse of the Romanov dynasty during World War I.
  • D. Major Kovalyov
    Major Kovalyov is the pompous St. Petersburg official in Nikolai Gogol’s satirical short story “The Nose,” whose detached nose absurdly gains a higher social rank than he has.
  • E. Marshal of the Soviet Union Alexander Koldunov
    Marshal of the Soviet Union Alexander Koldunov was a high-ranking Soviet military leader and air defense specialist who played a key role in shaping and commanding the USSR’s air defense forces during the Cold War.
  • 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: General Georgi Koskov
Triple: [The Living Daylights, featuresCharacter, General Georgi Koskov]
Generated description
General Georgi Koskov is a fictional Soviet defector and duplicitous military officer who serves as a central antagonist in the James Bond film "The Living Daylights."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Georgi Koskov
Target entity description: General Georgi Koskov is a fictional Soviet defector and duplicitous military officer who serves as a central antagonist in the James Bond film "The Living Daylights."
  • A. General Ivan Susloparov
    General Ivan Susloparov was a Soviet military officer best known for representing the USSR and signing as its delegate at Germany’s unconditional surrender in Reims in May 1945.
  • B. General Pavel Liprandi
    General Pavel Liprandi was a Russian Imperial Army officer best known for leading the Russian forces that opposed the British during the Crimean War, including at the Battle of Balaclava.
  • C. General Mikhail Alekseyev
    General Mikhail Alekseyev was a senior Russian Imperial Army commander and chief of staff who played a key role in the political and military events surrounding the collapse of the Romanov dynasty during World War I.
  • D. Major Kovalyov
    Major Kovalyov is the pompous St. Petersburg official in Nikolai Gogol’s satirical short story “The Nose,” whose detached nose absurdly gains a higher social rank than he has.
  • E. Marshal of the Soviet Union Alexander Koldunov
    Marshal of the Soviet Union Alexander Koldunov was a high-ranking Soviet military leader and air defense specialist who played a key role in shaping and commanding the USSR’s air defense forces during the Cold War.
  • 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_69c69f3487ec8190bf7acdf2dd91e6d6 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9bbcd8081909a229d7faa2ffdc8 completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8619d6f2081908c8b589d4106691f completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c86211e4f88190b38bce6441e33b53 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c862bb95e881909a60608a5279238d completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:53 p.m.