Triple
T86704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marxism–Leninism |
E1742
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Hoxhaism
Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
|
E7239
|
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: Hoxhaism | Statement: [Marxism–Leninism, influenced, Hoxhaism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoxhaism Context triple: [Marxism–Leninism, influenced, Hoxhaism]
-
A.
Marxism–Leninism
Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
-
B.
Eastern Bloc regimes
Eastern Bloc regimes were the communist governments of Central and Eastern Europe during the Cold War, characterized by one-party rule, state control of the economy, and political alignment with the Soviet Union.
-
C.
Balkans
The Balkans is a historically and culturally diverse region in Southeast Europe known for its complex mix of ethnicities, religions, and languages and its pivotal role in European and Mediterranean history.
-
D.
Czechoslovak government-in-exile
The Czechoslovak government-in-exile was the internationally recognized leadership of occupied Czechoslovakia during World War II, based primarily in London and headed by President Edvard Beneš.
-
E.
Warsaw Pact
The Warsaw Pact was a Cold War-era military alliance of Eastern Bloc socialist states led by the Soviet Union, formed to counterbalance NATO.
- 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: Hoxhaism Triple: [Marxism–Leninism, influenced, Hoxhaism]
Generated description
Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hoxhaism Target entity description: Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
-
A.
Marxism–Leninism
Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
-
B.
Eastern Bloc regimes
Eastern Bloc regimes were the communist governments of Central and Eastern Europe during the Cold War, characterized by one-party rule, state control of the economy, and political alignment with the Soviet Union.
-
C.
Balkans
The Balkans is a historically and culturally diverse region in Southeast Europe known for its complex mix of ethnicities, religions, and languages and its pivotal role in European and Mediterranean history.
-
D.
Czechoslovak government-in-exile
The Czechoslovak government-in-exile was the internationally recognized leadership of occupied Czechoslovakia during World War II, based primarily in London and headed by President Edvard Beneš.
-
E.
Warsaw Pact
The Warsaw Pact was a Cold War-era military alliance of Eastern Bloc socialist states led by the Soviet Union, formed to counterbalance NATO.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f50e004819083f5bfccd597a312 |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25abdf36c819087c4be57bd8ce8c5 |
completed | Feb. 28, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69a25c02d05c819096ee8add17b60d87 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25c8a34e88190bb6b2eae14f773a7 |
completed | Feb. 28, 2026, 3:10 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.