Triple

T1423027
Position Surface form Disambiguated ID Type / Status
Subject classical economics E30266 entity
Predicate hasKeyText P7166 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: [classical economics, hasKeyText, 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: [classical economics, hasKeyText, 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. 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.
  • E. An Introduction to the Principles of Morals and Legislation
    An Introduction to the Principles of Morals and Legislation is Jeremy Bentham’s foundational work of utilitarian philosophy, systematically outlining a moral and legal theory based on maximizing overall happiness.
  • 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_69ad0161e23c819099a1c72627f13dd0 completed March 8, 2026, 4:56 a.m.
Created at: March 1, 2026, 8 p.m.