Triple

T789361
Position Surface form Disambiguated ID Type / Status
Subject Clark Kerr E16876 entity
Predicate notableWork P4 FINISHED
Object Industrialism and Industrial Man
"Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
E93879 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: Industrialism and Industrial Man | Statement: [Clark Kerr, notableWork, Industrialism and Industrial Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrialism and Industrial Man
Context triple: [Clark Kerr, notableWork, Industrialism and Industrial Man]
  • A. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • B. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • C. Beauty of Labour
    Beauty of Labour was a Nazi-era organization focused on improving workplace conditions and promoting the aesthetic and social ideals of labor within the Third Reich.
  • D. Hawthorne studies
    The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
  • E. Work: A Story of Experience
    "Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
  • 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: Industrialism and Industrial Man
Triple: [Clark Kerr, notableWork, Industrialism and Industrial Man]
Generated description
"Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Industrialism and Industrial Man
Target entity description: "Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
  • A. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • B. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • C. Beauty of Labour
    Beauty of Labour was a Nazi-era organization focused on improving workplace conditions and promoting the aesthetic and social ideals of labor within the Third Reich.
  • D. Hawthorne studies
    The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
  • E. Work: A Story of Experience
    "Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7841b0c8190859ecd247e32c6ec completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6787eac608190acc40d56f827284e completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a67a663f6c819084b5dffdde3531aa completed March 3, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69a67b1d50b0819088232ad797babced completed March 3, 2026, 6:09 a.m.
Created at: March 1, 2026, 7:38 p.m.