Triple

T9480118
Position Surface form Disambiguated ID Type / Status
Subject Marina von Neumann Whitman E228613 entity
Predicate notableWork P4 FINISHED
Object Reflections of a Political Economist
Reflections of a Political Economist is a book by economist Marina von Neumann Whitman in which she analyzes economic policy and public affairs from the perspective of both an academic and a practitioner.
E802455 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: Reflections of a Political Economist | Statement: [Marina von Neumann Whitman, notableWork, Reflections of a Political Economist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reflections of a Political Economist
Context triple: [Marina von Neumann Whitman, notableWork, Reflections of a Political Economist]
  • A. Illustrations of Political Economy
    Illustrations of Political Economy is a series of didactic tales by Harriet Martineau that popularized and explained classical economic principles to a broad 19th-century readership.
  • B. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Reflections of a Political Economist
Triple: [Marina von Neumann Whitman, notableWork, Reflections of a Political Economist]
Generated description
Reflections of a Political Economist is a book by economist Marina von Neumann Whitman in which she analyzes economic policy and public affairs from the perspective of both an academic and a practitioner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reflections of a Political Economist
Target entity description: Reflections of a Political Economist is a book by economist Marina von Neumann Whitman in which she analyzes economic policy and public affairs from the perspective of both an academic and a practitioner.
  • A. Illustrations of Political Economy
    Illustrations of Political Economy is a series of didactic tales by Harriet Martineau that popularized and explained classical economic principles to a broad 19th-century readership.
  • B. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca84730a5081908de282651019bf2f completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd8016813881908dafc026779c89c4 completed April 1, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12cf7526c8190b96693bdc13743d5 completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12ed9240c8190bd206a0d2263e249 completed April 4, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69d12f870d2881909b0b50adfd2ba13b completed April 4, 2026, 3:34 p.m.
Created at: March 30, 2026, 7:54 p.m.