Triple

T7331258
Position Surface form Disambiguated ID Type / Status
Subject Sidney Webb E169004 entity
Predicate notableWork P4 FINISHED
Object Industrial Democracy
Industrial Democracy is a seminal 1897 work of labor and social theory by Sidney and Beatrice Webb that analyzes trade unions, collective bargaining, and worker participation in industrial management.
E657417 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: Industrial Democracy | Statement: [Sidney Webb, notableWork, Industrial Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrial Democracy
Context triple: [Sidney Webb, notableWork, Industrial Democracy]
  • A. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • B. The Control of Industry
    "The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
  • C. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • D. Reports on the relation of labor conditions to corporate organization
    "Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
  • E. Unity of Labor
    Unity of Labor was a Zionist socialist political party in pre-state and early-state Israel that advocated for Jewish workers’ rights and labor-based nation-building.
  • 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: Industrial Democracy
Triple: [Sidney Webb, notableWork, Industrial Democracy]
Generated description
Industrial Democracy is a seminal 1897 work of labor and social theory by Sidney and Beatrice Webb that analyzes trade unions, collective bargaining, and worker participation in industrial management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Industrial Democracy
Target entity description: Industrial Democracy is a seminal 1897 work of labor and social theory by Sidney and Beatrice Webb that analyzes trade unions, collective bargaining, and worker participation in industrial management.
  • A. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • B. The Control of Industry
    "The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
  • C. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • D. Reports on the relation of labor conditions to corporate organization
    "Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
  • E. Unity of Labor
    Unity of Labor was a Zionist socialist political party in pre-state and early-state Israel that advocated for Jewish workers’ rights and labor-based nation-building.
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0bf93dc8190931c13865ba827dd completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef1ac84c819095f03cf731f11c01 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7f2bb85fc81908aaaffe90a373f67 completed March 28, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7f32fa80c8190b0bebf5f43e426c3 completed March 28, 2026, 3:26 p.m.
Created at: March 27, 2026, 3:03 p.m.