Triple

T16535011
Position Surface form Disambiguated ID Type / Status
Subject Matsukata Masayoshi E401668 entity
Predicate knownFor P22 FINISHED
Object Matsukata Fiscal Policy
Matsukata Fiscal Policy was a late 19th-century Japanese economic program that used strict fiscal austerity and deflationary measures to stabilize government finances and modernize the national economy during the Meiji era.
E1217706 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: Matsukata Fiscal Policy | Statement: [Matsukata Masayoshi, knownFor, Matsukata Fiscal Policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matsukata Fiscal Policy
Context triple: [Matsukata Masayoshi, knownFor, Matsukata Fiscal Policy]
  • A. Miyazawa economic stimulus packages
    The Miyazawa economic stimulus packages were a series of large-scale fiscal measures introduced in Japan in the early 1990s under Prime Minister Kiichi Miyazawa to combat economic stagnation and the fallout from the asset price bubble collapse.
  • B. Fiscal Policy and Business Cycles
    "Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
  • C. Ricardian equivalence
    Ricardian equivalence is an economic theory proposing that consumers anticipate future taxes implied by government borrowing and therefore adjust their saving so that deficit-financed tax cuts do not affect overall demand.
  • D. Monetary Policy Summary
    The Monetary Policy Summary is an official document that outlines the central bank’s latest interest rate decision, economic assessment, and policy rationale following meetings of the Monetary Policy Committee.
  • E. The Holy Grail of Macroeconomics: Lessons from Japan’s Great Recession
    The Holy Grail of Macroeconomics: Lessons from Japan’s Great Recession is Richard Koo’s influential book that analyzes Japan’s prolonged stagnation and develops the concept of a balance sheet recession to explain its macroeconomic dynamics and policy implications.
  • 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: Matsukata Fiscal Policy
Triple: [Matsukata Masayoshi, knownFor, Matsukata Fiscal Policy]
Generated description
Matsukata Fiscal Policy was a late 19th-century Japanese economic program that used strict fiscal austerity and deflationary measures to stabilize government finances and modernize the national economy during the Meiji era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matsukata Fiscal Policy
Target entity description: Matsukata Fiscal Policy was a late 19th-century Japanese economic program that used strict fiscal austerity and deflationary measures to stabilize government finances and modernize the national economy during the Meiji era.
  • A. Miyazawa economic stimulus packages
    The Miyazawa economic stimulus packages were a series of large-scale fiscal measures introduced in Japan in the early 1990s under Prime Minister Kiichi Miyazawa to combat economic stagnation and the fallout from the asset price bubble collapse.
  • B. Fiscal Policy and Business Cycles
    "Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
  • C. Ricardian equivalence
    Ricardian equivalence is an economic theory proposing that consumers anticipate future taxes implied by government borrowing and therefore adjust their saving so that deficit-financed tax cuts do not affect overall demand.
  • D. Monetary Policy Summary
    The Monetary Policy Summary is an official document that outlines the central bank’s latest interest rate decision, economic assessment, and policy rationale following meetings of the Monetary Policy Committee.
  • E. The Holy Grail of Macroeconomics: Lessons from Japan’s Great Recession
    The Holy Grail of Macroeconomics: Lessons from Japan’s Great Recession is Richard Koo’s influential book that analyzes Japan’s prolonged stagnation and develops the concept of a balance sheet recession to explain its macroeconomic dynamics and policy implications.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e345574d88819094548367bf983078 completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006093244081909ae74674de966d6d completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a00615d3edc81909f0eb3e6210d00ee completed May 10, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0062128a388190beb52fa173ed7826 completed May 10, 2026, 10:46 a.m.
Created at: April 10, 2026, 5:15 a.m.