Triple

T8325035
Position Surface form Disambiguated ID Type / Status
Subject Harriet Martineau E194928 entity
Predicate notableWork P4 FINISHED
Object 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.
 E725108 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: Illustrations of Political Economy | Statement: [Harriet Martineau, notableWork, Illustrations of Political Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illustrations of Political Economy
Context triple: [Harriet Martineau, notableWork, Illustrations of Political Economy]
  • A. 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.
  • 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. 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.
  • D. 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.
  • 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. 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: Illustrations of Political Economy
Triple: [Harriet Martineau, notableWork, Illustrations of Political Economy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illustrations of Political Economy
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. 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.
  • 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. 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f7e4f8081908e0f876ad962c932 completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b22afc81909c867d83a1744139 completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.