Triple

T15791258
Position Surface form Disambiguated ID Type / Status
Subject Vilfredo Pareto E382866 entity
Predicate knownFor P22 FINISHED
Object treatise "Manual of Political Economy" E382869 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: treatise "Manual of Political Economy" | Statement: [Vilfredo Pareto, knownFor, treatise "Manual of Political Economy"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: treatise "Manual of Political Economy"
Context triple: [Vilfredo Pareto, knownFor, treatise "Manual of Political Economy"]
  • A. Manual of Political Economy chosen
    Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
  • B. Manual of Political Economy
    Manual of Political Economy is a 19th-century economics textbook by Henry Fawcett that systematically presents and explains the principles of classical political economy.
  • C. 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.
  • D. The Literature of Political Economy
    The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
  • E. Prelude to Political Economy
    Prelude to Political Economy is a book by economist Kaushik Basu that explores the philosophical and ethical foundations underlying modern economic theory and policy.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4d819c881908bc43a6124a1bb2e completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a87e3c8190a1c5b13cbfdff54a completed May 9, 2026, 7:53 p.m.
Created at: April 10, 2026, 4:48 a.m.