Triple

T5265934
Position Surface form Disambiguated ID Type / Status
Subject Nigel Lawson E118937 entity
Predicate notableIdea P4 FINISHED
Object Lawson Boom in the UK economy
The Lawson Boom in the UK economy refers to the rapid, credit-fueled economic expansion and overheating in the late 1980s associated with Chancellor Nigel Lawson’s policies of tax cuts and financial deregulation.
E507442 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: Lawson Boom in the UK economy | Statement: [Nigel Lawson, notableIdea, Lawson Boom in the UK economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lawson Boom in the UK economy
Context triple: [Nigel Lawson, notableIdea, Lawson Boom in the UK economy]
  • A. United Kingdom monetary policy framework
    The United Kingdom monetary policy framework is the institutional and operational system through which the Bank of England pursues price stability and supports economic growth, primarily by setting interest rates and using other tools to influence inflation and overall financial conditions.
  • B. Kaldor–Verdoorn law
    The Kaldor–Verdoorn law is an economic principle that posits a positive relationship between the growth of output and the growth of labor productivity, often used to explain cumulative and self-reinforcing processes in industrial growth.
  • C. Monetary Trends in the United States and the United Kingdom
    Monetary Trends in the United States and the United Kingdom is an influential economic study co-authored by Milton Friedman and Anna Schwartz that analyzes the long-term relationship between money supply and economic activity in both countries.
  • D. Outlook for Economic Activity and Prices
    Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
  • E. Autumn Statement
    The Autumn Statement is a key annual fiscal policy update delivered by the UK government outlining economic forecasts, tax changes, and public spending plans.
  • 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: Lawson Boom in the UK economy
Triple: [Nigel Lawson, notableIdea, Lawson Boom in the UK economy]
Generated description
The Lawson Boom in the UK economy refers to the rapid, credit-fueled economic expansion and overheating in the late 1980s associated with Chancellor Nigel Lawson’s policies of tax cuts and financial deregulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lawson Boom in the UK economy
Target entity description: The Lawson Boom in the UK economy refers to the rapid, credit-fueled economic expansion and overheating in the late 1980s associated with Chancellor Nigel Lawson’s policies of tax cuts and financial deregulation.
  • A. United Kingdom monetary policy framework
    The United Kingdom monetary policy framework is the institutional and operational system through which the Bank of England pursues price stability and supports economic growth, primarily by setting interest rates and using other tools to influence inflation and overall financial conditions.
  • B. Kaldor–Verdoorn law
    The Kaldor–Verdoorn law is an economic principle that posits a positive relationship between the growth of output and the growth of labor productivity, often used to explain cumulative and self-reinforcing processes in industrial growth.
  • C. Monetary Trends in the United States and the United Kingdom
    Monetary Trends in the United States and the United Kingdom is an influential economic study co-authored by Milton Friedman and Anna Schwartz that analyzes the long-term relationship between money supply and economic activity in both countries.
  • D. Outlook for Economic Activity and Prices
    Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
  • E. Autumn Statement
    The Autumn Statement is a key annual fiscal policy update delivered by the UK government outlining economic forecasts, tax changes, and public spending plans.
  • 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_69bd446a42c88190b7ecbef006561d55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bf89ae481908835b711fb2696fd completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe8e5c948190a807a99bd35f710d completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff3029dc8190b4dc5e207a2bfa03 completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69befffc0e388190a02624d4f466a2a9 completed March 21, 2026, 8:30 p.m.
Created at: March 20, 2026, 1:51 p.m.