Triple

T5522485
Position Surface form Disambiguated ID Type / Status
Subject Michel Crozier E144843 entity
Predicate notableWork P4 FINISHED
Object Actors and Systems
Actors and Systems is a seminal sociological work by Michel Crozier that analyzes organizations as complex systems shaped by the strategic interactions of individual actors.
E530787 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: Actors and Systems | Statement: [Michel Crozier, notableWork, Actors and Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Actors and Systems
Context triple: [Michel Crozier, notableWork, Actors and Systems]
  • A. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • B. Communication and Concurrency
    Communication and Concurrency is a foundational book in theoretical computer science that introduces process calculi, particularly the Calculus of Communicating Systems (CCS), to model and reason about concurrent systems.
  • C. Sistema
    Sistema is a consumer food storage and kitchenware brand known for its reusable plastic containers and lunch solutions.
  • D. System1
    System1 is a digital marketing and customer acquisition company specializing in data-driven advertising and online performance-based media.
  • E. The Technological System
    The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
  • 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: Actors and Systems
Triple: [Michel Crozier, notableWork, Actors and Systems]
Generated description
Actors and Systems is a seminal sociological work by Michel Crozier that analyzes organizations as complex systems shaped by the strategic interactions of individual actors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Actors and Systems
Target entity description: Actors and Systems is a seminal sociological work by Michel Crozier that analyzes organizations as complex systems shaped by the strategic interactions of individual actors.
  • A. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • B. Communication and Concurrency
    Communication and Concurrency is a foundational book in theoretical computer science that introduces process calculi, particularly the Calculus of Communicating Systems (CCS), to model and reason about concurrent systems.
  • C. Sistema
    Sistema is a consumer food storage and kitchenware brand known for its reusable plastic containers and lunch solutions.
  • D. System1
    System1 is a digital marketing and customer acquisition company specializing in data-driven advertising and online performance-based media.
  • E. The Technological System
    The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
  • 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.