Triple

T14692977
Position Surface form Disambiguated ID Type / Status
Subject Elton Mayo E345080 entity
Predicate notableWork P4 FINISHED
Object The Political Problem of Industrial Civilization E1114406 NE FINISHED

How this triple was built (2 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 Political Problem of Industrial Civilization | Statement: [Elton Mayo, notableWork, The Political Problem of Industrial Civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Political Problem of Industrial Civilization
Context triple: [Elton Mayo, notableWork, The Political Problem of Industrial Civilization]
  • A. The Human Problems of an Industrial Civilization chosen
    The Human Problems of an Industrial Civilization is a seminal work in industrial and organizational psychology that analyzes worker behavior, motivation, and social relations in the workplace, based largely on the famous Hawthorne studies.
  • B. 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.
  • C. The Great Transformation
    The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
  • D. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • E. Studies in the Evolution of Industrial Society
    Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb586e7108190be644db9cf9a4d99 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf08274ac8190b5ba0752d36a690b completed May 8, 2026, 2:17 p.m.
Created at: April 10, 2026, 1:28 a.m.