Triple
T96564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chinese Communist Party forces |
E1944
|
entity |
| Predicate | ideology |
P496
|
FINISHED |
| Object |
Chinese Marxism
Chinese Marxism is the localized adaptation of Marxist theory in China, shaped by the Chinese Communist Party’s revolutionary experience, Mao Zedong Thought, and subsequent reforms to guide the country’s socialist development.
|
E7673
|
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: Chinese Marxism | Statement: [Chinese Communist Party forces, ideology, Chinese Marxism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chinese Marxism Context triple: [Chinese Communist Party forces, ideology, Chinese Marxism]
-
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.
Chinese Communist Party
The Chinese Communist Party is the founding and ruling political party of the People's Republic of China, leading the country’s one-party socialist system since 1949.
-
C.
China
China is a vast East Asian country known for its long continuous civilization, large population, and major global economic and political influence.
-
D.
Mao Zedong
Mao Zedong was the founding father of the People's Republic of China and the leader of the Chinese Communist Party whose political, military, and ideological leadership reshaped 20th-century China.
-
E.
Wuhan University
Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
- 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: Chinese Marxism Triple: [Chinese Communist Party forces, ideology, Chinese Marxism]
Generated description
Chinese Marxism is the localized adaptation of Marxist theory in China, shaped by the Chinese Communist Party’s revolutionary experience, Mao Zedong Thought, and subsequent reforms to guide the country’s socialist development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chinese Marxism Target entity description: Chinese Marxism is the localized adaptation of Marxist theory in China, shaped by the Chinese Communist Party’s revolutionary experience, Mao Zedong Thought, and subsequent reforms to guide the country’s socialist development.
-
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.
Chinese Communist Party
The Chinese Communist Party is the founding and ruling political party of the People's Republic of China, leading the country’s one-party socialist system since 1949.
-
C.
China
China is a vast East Asian country known for its long continuous civilization, large population, and major global economic and political influence.
-
D.
Mao Zedong
Mao Zedong was the founding father of the People's Republic of China and the leader of the Chinese Communist Party whose political, military, and ideological leadership reshaped 20th-century China.
-
E.
Wuhan University
Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
- 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_69a24d4862f881908cc8b89d3a78031d |
completed | Feb. 28, 2026, 2:04 a.m. |
| NER | Named-entity recognition | batch_69a24fd5cecc8190aca5fb4c4fe91a19 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a262474440819093e075d5a009ee53 |
completed | Feb. 28, 2026, 3:34 a.m. |
| NEDg | Description generation | batch_69a262bf70e481909ec36e209f7f0a79 |
completed | Feb. 28, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2633ee14c8190bfc1a09ebf9e4efc |
completed | Feb. 28, 2026, 3:38 a.m. |
Created at: Feb. 28, 2026, 2:09 a.m.