Triple

T412899
Position Surface form Disambiguated ID Type / Status
Subject Principles of Political Economy E9528 entity
Predicate relatedWork P37 FINISHED
Object An Essay on the Principle of Population E7128 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: An Essay on the Principle of Population | Statement: [Principles of Political Economy, relatedWork, An Essay on the Principle of Population]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: An Essay on the Principle of Population
Context triple: [Principles of Political Economy, relatedWork, An Essay on the Principle of Population]
  • A. An Essay on the Principle of Population chosen
    An Essay on the Principle of Population is an influential 1798 work of political economy and demography arguing that population growth tends to outpace food production, leading to inevitable checks such as famine, disease, and war.
  • B. An Inquiry into the Nature and Progress of Rent
    "An Inquiry into the Nature and Progress of Rent" is an 1815 economic treatise by Thomas Malthus that analyzes the origins, determinants, and distributional implications of land rent within classical political economy.
  • C. Discourse on the Origin and Basis of Inequality Among Men
    Discourse on the Origin and Basis of Inequality Among Men is a philosophical treatise by Jean-Jacques Rousseau that examines the development of human society and the origins of social and economic inequality.
  • D. 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.
  • E. Principles of Political Economy
    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.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecdc422881908910428fd1aee7c6 completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a41b4b71ec8190a6fda4dc4e4fc3ac completed March 1, 2026, 10:56 a.m.
Created at: Feb. 28, 2026, 1:09 p.m.