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.