Triple
T16800194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History and Class Consciousness |
E408333
|
entity |
| Predicate | containsEssay |
P27484
|
FINISHED |
| Object |
Towards a Methodology of the Problem of Organization
"Towards a Methodology of the Problem of Organization" is a theoretical essay by Georg Lukács that examines how revolutionary socialist organization should be understood and structured within the broader framework of Marxist theory and class consciousness.
|
E1233900
|
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: Towards a Methodology of the Problem of Organization | Statement: [History and Class Consciousness, containsEssay, Towards a Methodology of the Problem of Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Towards a Methodology of the Problem of Organization Context triple: [History and Class Consciousness, containsEssay, Towards a Methodology of the Problem of Organization]
-
A.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
B.
Organization Theory: From Chester Barnard to the Present and Beyond
"Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
-
C.
Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (1973)
"Outline of a New Approach to the Analysis of Complex Systems and Decision Processes" (1973) is a seminal paper by Lotfi A. Zadeh that introduced the concept of fuzzy logic as a framework for modeling and reasoning about complex, uncertain systems and human decision-making.
-
D.
A Dynamic Theory of Organizational Knowledge Creation
A Dynamic Theory of Organizational Knowledge Creation is a foundational scholarly article by Ikujiro Nonaka that explains how organizations systematically create, share, and transform knowledge through dynamic processes.
-
E.
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
- 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: Towards a Methodology of the Problem of Organization Triple: [History and Class Consciousness, containsEssay, Towards a Methodology of the Problem of Organization]
Generated description
"Towards a Methodology of the Problem of Organization" is a theoretical essay by Georg Lukács that examines how revolutionary socialist organization should be understood and structured within the broader framework of Marxist theory and class consciousness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Towards a Methodology of the Problem of Organization Target entity description: "Towards a Methodology of the Problem of Organization" is a theoretical essay by Georg Lukács that examines how revolutionary socialist organization should be understood and structured within the broader framework of Marxist theory and class consciousness.
-
A.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
B.
Organization Theory: From Chester Barnard to the Present and Beyond
"Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
-
C.
Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (1973)
"Outline of a New Approach to the Analysis of Complex Systems and Decision Processes" (1973) is a seminal paper by Lotfi A. Zadeh that introduced the concept of fuzzy logic as a framework for modeling and reasoning about complex, uncertain systems and human decision-making.
-
D.
A Dynamic Theory of Organizational Knowledge Creation
A Dynamic Theory of Organizational Knowledge Creation is a foundational scholarly article by Ikujiro Nonaka that explains how organizations systematically create, share, and transform knowledge through dynamic processes.
-
E.
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
- 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.