Triple

T235822
Position Surface form Disambiguated ID Type / Status
Subject The Wealth of Nations E4822 entity
Predicate bookNumber P5040 FINISHED
Object Book I: Of the Causes of Improvement in the Productive Powers of Labour E4822 NE FINISHED

How this triple was built (3 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: Book I: Of the Causes of Improvement in the Productive Powers of Labour | Statement: [The Wealth of Nations, bookNumber, Book I: Of the Causes of Improvement in the Productive Powers of Labour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Book I: Of the Causes of Improvement in the Productive Powers of Labour
Context triple: [The Wealth of Nations, bookNumber, Book I: Of the Causes of Improvement in the Productive Powers of Labour]
  • A. An Essay on the Principle of Population
    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. The Wealth of Nations chosen
    The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: bookNumber
Context triple: [The Wealth of Nations, bookNumber, Book I: Of the Causes of Improvement in the Productive Powers of Labour]
  • A. numberOfBooks
    Indicates the quantity of books associated with a given entity.
  • B. containsBook
    Indicates that one entity (typically a container or collection) includes a specific book as part of its contents.
  • C. seriesVolumeNumber chosen
    Indicates the specific volume number assigned to an item within an ordered series.
  • D. numberOfChapters
    Indicates the total count of chapters associated with a given entity.
  • E. editionNumber
    Indicates the specific sequential number assigned to an edition of a work within its series of published versions.
  • F. None of above.

Provenance (4 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25ccab7648190be6e4f5febc1e313 completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3695d08588190892d271c03fdf1e6 completed Feb. 28, 2026, 10:17 p.m.
PD Predicate disambiguation batch_69a25b5dc640819092669575731c393f completed Feb. 28, 2026, 3:05 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.