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.