Triple

T5522486
Position Surface form Disambiguated ID Type / Status
Subject Michel Crozier E144843 entity
Predicate notableWork P4 FINISHED
Object The Stalled Society
The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
E530788 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 Stalled Society | Statement: [Michel Crozier, notableWork, The Stalled Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Stalled Society
Context triple: [Michel Crozier, notableWork, The Stalled Society]
  • A. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • B. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • C. The Good Society
    The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
  • D. The Good Society
    The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
  • E. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • 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 Stalled Society
Triple: [Michel Crozier, notableWork, The Stalled Society]
Generated description
The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Stalled Society
Target entity description: The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
  • A. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • B. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • C. The Good Society
    The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
  • D. The Good Society
    The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
  • E. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • 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_69c027f2e98c8190880752c9ae8aba4f completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c04375a6e48190be2ce054fe79f8fc completed March 22, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69c043f987a48190828e012763fa0576 completed March 22, 2026, 7:33 p.m.
Created at: March 22, 2026, 3:34 p.m.