Triple

T1423028
Position Surface form Disambiguated ID Type / Status
Subject classical economics E30266 entity
Predicate hasKeyText P7166 FINISHED
Object Principles of Political Economy (John Stuart Mill) E13843 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: Principles of Political Economy (John Stuart Mill) | Statement: [classical economics, hasKeyText, Principles of Political Economy (John Stuart Mill)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Principles of Political Economy (John Stuart Mill)
Context triple: [classical economics, hasKeyText, Principles of Political Economy (John Stuart Mill)]
  • A. Principles of Political Economy
    Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
  • B. Principles of Political Economy chosen
    Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
  • C. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • D. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • E. Book IV: Of the Influence of the Progress of Society on Production and Distribution
    Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
  • 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ba798881909c2259987248b030 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08b09c948190a5ec17021299049e completed March 8, 2026, 5:27 a.m.
Created at: March 1, 2026, 8 p.m.