Triple

T17229616
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasImportantWork P67599 FINISHED
Object The Use of Knowledge in Society E84435 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 Use of Knowledge in Society | Statement: [socialist calculation debate, hasImportantWork, The Use of Knowledge in Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Use of Knowledge in Society
Context triple: [socialist calculation debate, hasImportantWork, The Use of Knowledge in Society]
  • A. The Use of Knowledge in Society chosen
    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.
  • B. The Technological Society
    The Technological Society is a seminal 1954 work of social criticism by French philosopher Jacques Ellul that analyzes how modern technological systems come to dominate and shape every aspect of human life and society.
  • C. Of the Meaning of Progress
    "Of the Meaning of Progress" is an essay by W.E.B. Du Bois in *The Souls of Black Folk* that reflects on the limits and contradictions of social and economic "progress" for African Americans in the post-Reconstruction South.
  • D. Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought
    "Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought" is a 1901 futurist work by H. G. Wells in which he predicts how advancing technology and science will reshape society, politics, and everyday life.
  • E. The Mind and Society
    The Mind and Society is Vilfredo Pareto’s major sociological work that applies his theory of elites and non-logical actions to analyze the structure and dynamics of social systems.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df62ec48190b2ed633a5bcc0255 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
Created at: April 10, 2026, 5:39 a.m.