Triple
T16800190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History and Class Consciousness |
E408333
|
entity |
| Predicate | containsEssay |
P27484
|
FINISHED |
| Object |
What is Orthodox Marxism?
"What is Orthodox Marxism?" is an essay by Georg Lukács that clarifies and defends a non-dogmatic, dialectical understanding of Marxism as a method rather than a fixed doctrine.
|
E1233897
|
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: What is Orthodox Marxism? | Statement: [History and Class Consciousness, containsEssay, What is Orthodox Marxism?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What is Orthodox Marxism? Context triple: [History and Class Consciousness, containsEssay, What is Orthodox Marxism?]
-
A.
School of Marxism
The School of Marxism is an academic faculty specializing in Marxist theory, political thought, and ideological education within Shanghai University of Finance and Economics.
-
B.
School of Marxism
The School of Marxism is an academic faculty dedicated to teaching and researching Marxist theory, ideology, and related social sciences within the university.
-
C.
School of Marxism
The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
-
D.
School of Marxism
The School of Marxism is an academic unit at Tianjin University dedicated to teaching and researching Marxist theory, ideology, and related social sciences.
-
E.
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.
- 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: What is Orthodox Marxism? Triple: [History and Class Consciousness, containsEssay, What is Orthodox Marxism?]
Generated description
"What is Orthodox Marxism?" is an essay by Georg Lukács that clarifies and defends a non-dogmatic, dialectical understanding of Marxism as a method rather than a fixed doctrine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What is Orthodox Marxism? Target entity description: "What is Orthodox Marxism?" is an essay by Georg Lukács that clarifies and defends a non-dogmatic, dialectical understanding of Marxism as a method rather than a fixed doctrine.
-
A.
School of Marxism
The School of Marxism is an academic faculty specializing in Marxist theory, political thought, and ideological education within Shanghai University of Finance and Economics.
-
B.
School of Marxism
The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
-
C.
School of Marxism
The School of Marxism is an academic unit at Tianjin University dedicated to teaching and researching Marxist theory, ideology, and related social sciences.
-
D.
School of Marxism
The School of Marxism is an academic faculty dedicated to teaching and researching Marxist theory, ideology, and related social sciences within the university.
-
E.
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.
- 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_69d88393905081908d00a86b99996ac8 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b2acd3548190a5f6ce7d1cf74117 |
completed | April 18, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab1299ac81908e9f1eebc3424bb9 |
completed | May 10, 2026, 3:58 p.m. |
| NEDg | Description generation | batch_6a00ac2ab65c819091d22cf52f16ef94 |
completed | May 10, 2026, 4:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ac9a854881909624d52db76fbb57 |
completed | May 10, 2026, 4:04 p.m. |
Created at: April 10, 2026, 5:22 a.m.