Triple

T5542752
Position Surface form Disambiguated ID Type / Status
Subject Eat Out to Help Out scheme E145328 entity
Predicate partOf P40 FINISHED
Object UK economic response to the COVID-19 pandemic
The UK economic response to the COVID-19 pandemic was a broad package of fiscal, monetary, and regulatory measures—including wage subsidies, business support, and targeted stimulus—to cushion households and firms from lockdowns and support economic recovery.
E145329 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: UK economic response to the COVID-19 pandemic | Statement: [Eat Out to Help Out scheme, partOf, UK economic response to the COVID-19 pandemic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UK economic response to the COVID-19 pandemic
Context triple: [Eat Out to Help Out scheme, partOf, UK economic response to the COVID-19 pandemic]
  • 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. Management of the COVID-19 pandemic in Northern Ireland
    Management of the COVID-19 pandemic in Northern Ireland refers to the policies, public health measures, and governmental response implemented to control the spread and impact of COVID-19 within Northern Ireland.
  • C. 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.
  • D. Coronavirus Job Retention Scheme
    The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
  • E. 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.
  • 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: UK economic response to the COVID-19 pandemic
Triple: [Eat Out to Help Out scheme, partOf, UK economic response to the COVID-19 pandemic]
Generated description
The UK economic response to the COVID-19 pandemic was a broad package of fiscal, monetary, and regulatory measures—including wage subsidies, business support, and targeted stimulus—to cushion households and firms from lockdowns and support economic recovery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UK economic response to the COVID-19 pandemic
Target entity description: The UK economic response to the COVID-19 pandemic was a broad package of fiscal, monetary, and regulatory measures—including wage subsidies, business support, and targeted stimulus—to cushion households and firms from lockdowns and support economic recovery.
  • 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. Management of the COVID-19 pandemic in Northern Ireland
    Management of the COVID-19 pandemic in Northern Ireland refers to the policies, public health measures, and governmental response implemented to control the spread and impact of COVID-19 within Northern Ireland.
  • C. 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.
  • D. Coronavirus Job Retention Scheme chosen
    The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
  • E. 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.
  • F. None of above.

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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fc7e26481908cec8d0483170ea5 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0281fb73881909df8e4f98b27ce1e completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c033df2c7881909660eb931908318c completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c034640cd081909b44ff23e9005e57 completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:35 p.m.