Triple

T5522483
Position Surface form Disambiguated ID Type / Status
Subject Michel Crozier E144843 entity
Predicate notableWork P4 FINISHED
Object The Bureaucratic Phenomenon
The Bureaucratic Phenomenon is a seminal sociological study by Michel Crozier that analyzes how bureaucratic organizations function, resist change, and generate dysfunctions within modern society.
 E534598 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: The Bureaucratic Phenomenon | Statement: [Michel Crozier, notableWork, The Bureaucratic Phenomenon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Bureaucratic Phenomenon
Context triple: [Michel Crozier, notableWork, The Bureaucratic Phenomenon]
  • A. Bureaucracy
    "Bureaucracy" is a 1944 book by economist Ludwig von Mises that critiques bureaucratic management and defends the efficiency and dynamism of market-based organization.
  • B. Bureaucracy: What Government Agencies Do and Why They Do It
    "Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
  • C. The World of the Office Worker
    The World of the Office Worker is a sociological study by Michel Crozier that analyzes the structures, routines, and power relations shaping modern bureaucratic office life.
  • D. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • E. Pathologies of Power
    Pathologies of Power is a book by physician-anthropologist Paul Farmer that examines how social and economic inequalities drive human suffering and health disparities around the world.
  • 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: The Bureaucratic Phenomenon
Triple: [Michel Crozier, notableWork, The Bureaucratic Phenomenon]
Generated description
The Bureaucratic Phenomenon is a seminal sociological study by Michel Crozier that analyzes how bureaucratic organizations function, resist change, and generate dysfunctions within modern society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Bureaucratic Phenomenon
Target entity description: The Bureaucratic Phenomenon is a seminal sociological study by Michel Crozier that analyzes how bureaucratic organizations function, resist change, and generate dysfunctions within modern society.
  • A. Bureaucracy
    "Bureaucracy" is a 1944 book by economist Ludwig von Mises that critiques bureaucratic management and defends the efficiency and dynamism of market-based organization.
  • B. Bureaucracy: What Government Agencies Do and Why They Do It
    "Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
  • C. The World of the Office Worker
    The World of the Office Worker is a sociological study by Michel Crozier that analyzes the structures, routines, and power relations shaping modern bureaucratic office life.
  • D. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • E. Pathologies of Power
    Pathologies of Power is a book by physician-anthropologist Paul Farmer that examines how social and economic inequalities drive human suffering and health disparities around the world.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f73cc8c8190a92a839c1ca804c7 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04cd0e748819088b11623f25b18ab completed March 22, 2026, 8:10 p.m.
NEDg Description generation batch_69c04e827bdc819086e01e7043400452 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f088a3c81909610f1a564960e0f completed March 22, 2026, 8:20 p.m.
Created at: March 22, 2026, 3:34 p.m.