Triple

T11912913
Position Surface form Disambiguated ID Type / Status
Subject Francis Ysidro Edgeworth E283437 entity
Predicate notableWork P4 FINISHED
Object Papers Relating to Political Economy
Papers Relating to Political Economy is a collection of influential essays by economist Francis Ysidro Edgeworth that helped shape early neoclassical economic theory and the use of mathematical methods in economics.
E953119 NE FINISHED

How this triple was built (4 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: Papers Relating to Political Economy | Statement: [Francis Ysidro Edgeworth, notableWork, Papers Relating to Political Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Papers Relating to Political Economy
Context triple: [Francis Ysidro Edgeworth, notableWork, Papers Relating to Political Economy]
  • A. 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.
  • B. Manual of Political Economy
    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.
  • C. 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.
  • 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. An Outline of the Science of Political Economy
    An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Papers Relating to Political Economy
Triple: [Francis Ysidro Edgeworth, notableWork, Papers Relating to Political Economy]
Generated description
Papers Relating to Political Economy is a collection of influential essays by economist Francis Ysidro Edgeworth that helped shape early neoclassical economic theory and the use of mathematical methods in economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Papers Relating to Political Economy
Target entity description: Papers Relating to Political Economy is a collection of influential essays by economist Francis Ysidro Edgeworth that helped shape early neoclassical economic theory and the use of mathematical methods in economics.
  • A. 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.
  • B. Manual of Political Economy
    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.
  • C. 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.
  • 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. An Outline of the Science of Political Economy
    An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
  • F. None of above. chosen

Provenance (5 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e528f6748190ac873a040a61fa93 completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4185fd3588190807cc2906c4ce3fd completed May 1, 2026, 3:05 a.m.
NEDg Description generation batch_69f41f1e746c81909f78f0e0bf173c7b completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.