Triple

T5522496

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michel Crozier	`E144843`	entity
Predicate	movement	`P81`	FINISHED
Object	French organizational sociology school The French organizational sociology school is a theoretical movement in sociology that analyzes organizations as complex systems of power, negotiation, and informal relations, strongly shaped by the work of Michel Crozier.	`E530789`	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: French organizational sociology school | Statement: [Michel Crozier, movement, French organizational sociology school]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: French organizational sociology school
Context triple: [Michel Crozier, movement, French organizational sociology school]

A. Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
B. Copenhagen school
The Copenhagen school is a philosophical and scientific tradition centered in Copenhagen that played a foundational role in shaping the Copenhagen interpretation and broader understanding of quantum mechanics.
C. Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
D. 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.
E. Centre de Sociologie de l’Innovation
The Centre de Sociologie de l’Innovation is a prominent French research center at Mines Paris that became internationally known as a key hub for science and technology studies and actor-network theory.
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: French organizational sociology school
Triple: [Michel Crozier, movement, French organizational sociology school]

Generated description

The French organizational sociology school is a theoretical movement in sociology that analyzes organizations as complex systems of power, negotiation, and informal relations, strongly shaped by the work of Michel Crozier.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: French organizational sociology school
Target entity description: The French organizational sociology school is a theoretical movement in sociology that analyzes organizations as complex systems of power, negotiation, and informal relations, strongly shaped by the work of Michel Crozier.

A. Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
B. Copenhagen school
The Copenhagen school is a philosophical and scientific tradition centered in Copenhagen that played a foundational role in shaping the Copenhagen interpretation and broader understanding of quantum mechanics.
C. Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
D. 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.
E. Centre de Sociologie de l’Innovation
The Centre de Sociologie de l’Innovation is a prominent French research center at Mines Paris that became internationally known as a key hub for science and technology studies and actor-network theory.
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.