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.