Triple

T456181
Position Surface form Disambiguated ID Type / Status
Subject de-Stalinization E7236 entity
Predicate significantEvent P259 FINISHED
Object Khrushchev's Secret Speech
Khrushchev's Secret Speech was a 1956 closed-door address to the Soviet Communist Party in which Nikita Khrushchev denounced Joseph Stalin's cult of personality and abuses, marking a pivotal break from Stalinist policies.
E7236 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: Khrushchev's Secret Speech | Statement: [de-Stalinization, significantEvent, Khrushchev's Secret Speech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khrushchev's Secret Speech
Context triple: [de-Stalinization, significantEvent, Khrushchev's Secret Speech]
  • A. Kennan’s Long Telegram
    Kennan’s Long Telegram is a 1946 diplomatic cable by U.S. diplomat George F. Kennan that laid the intellectual foundation for the Cold War policy of containment toward the Soviet Union.
  • B. Prague Spring
    Prague Spring was a brief period of political liberalization and reform in communist Czechoslovakia in 1968 that was ultimately crushed by a Soviet-led invasion.
  • C. Brezhnev Doctrine
    The Brezhnev Doctrine was a Soviet Cold War policy asserting the right of the USSR to intervene in other socialist countries to preserve communist rule and prevent deviation from Moscow’s model.
  • D. Brezhnev stagnation
    Brezhnev stagnation refers to the period of economic slowdown, political inertia, and social stagnation in the Soviet Union during Leonid Brezhnev’s leadership from the mid-1960s to early 1980s.
  • E. de-Stalinization
    De-Stalinization was a political reform process in the Soviet Union that dismantled Joseph Stalin’s cult of personality, reduced widespread repression, and introduced limited liberalization in governance and society.
  • 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: Khrushchev's Secret Speech
Triple: [de-Stalinization, significantEvent, Khrushchev's Secret Speech]
Generated description
Khrushchev's Secret Speech was a 1956 closed-door address to the Soviet Communist Party in which Nikita Khrushchev denounced Joseph Stalin's cult of personality and abuses, marking a pivotal break from Stalinist policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khrushchev's Secret Speech
Target entity description: Khrushchev's Secret Speech was a 1956 closed-door address to the Soviet Communist Party in which Nikita Khrushchev denounced Joseph Stalin's cult of personality and abuses, marking a pivotal break from Stalinist policies.
  • A. Kennan’s Long Telegram
    Kennan’s Long Telegram is a 1946 diplomatic cable by U.S. diplomat George F. Kennan that laid the intellectual foundation for the Cold War policy of containment toward the Soviet Union.
  • B. Prague Spring
    Prague Spring was a brief period of political liberalization and reform in communist Czechoslovakia in 1968 that was ultimately crushed by a Soviet-led invasion.
  • C. Brezhnev Doctrine
    The Brezhnev Doctrine was a Soviet Cold War policy asserting the right of the USSR to intervene in other socialist countries to preserve communist rule and prevent deviation from Moscow’s model.
  • D. Brezhnev stagnation
    Brezhnev stagnation refers to the period of economic slowdown, political inertia, and social stagnation in the Soviet Union during Leonid Brezhnev’s leadership from the mid-1960s to early 1980s.
  • E. de-Stalinization chosen
    De-Stalinization was a political reform process in the Soviet Union that dismantled Joseph Stalin’s cult of personality, reduced widespread repression, and introduced limited liberalization in governance and society.
  • F. None of above.

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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef9f772c8190863399c5ee1378fe completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbdb58481908416ae6b4773e1a7 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d3af80081908fe11a4f873ee7a9 completed March 1, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69a44da8ae788190b8e1694f534043d4 completed March 1, 2026, 2:31 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.