Triple

T181364
Position Surface form Disambiguated ID Type / Status
Subject National Health Service E3883 entity
Predicate fundingSource P67 FINISHED
Object National Insurance contributions
National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
E22683 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: National Insurance contributions | Statement: [National Health Service, fundingSource, National Insurance contributions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Insurance contributions
Context triple: [National Health Service, fundingSource, National Insurance contributions]
  • A. Federal Insurance Contributions Act taxes
    Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
  • B. National Insurance Act 1911
    The National Insurance Act 1911 was a landmark British social welfare law that introduced compulsory health and unemployment insurance for many workers, laying foundations for the modern welfare state.
  • C. Department for Work and Pensions
    The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
  • D. Social Security Board
    The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
  • 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: National Insurance contributions
Triple: [National Health Service, fundingSource, National Insurance contributions]
Generated description
National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Insurance contributions
Target entity description: National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • A. Federal Insurance Contributions Act taxes
    Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
  • B. National Insurance Act 1911
    The National Insurance Act 1911 was a landmark British social welfare law that introduced compulsory health and unemployment insurance for many workers, laying foundations for the modern welfare state.
  • C. Department for Work and Pensions
    The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
  • D. Social Security Board
    The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
  • 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_69a25497e2f08190a040f8c6e1842643 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25923507c8190bd7f6eda404b0da0 completed Feb. 28, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2f0b71080819086362f6036b41162 completed Feb. 28, 2026, 1:42 p.m.
NEDg Description generation batch_69a2f12f181c8190bae3098a2928feff completed Feb. 28, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69a2f3771fcc8190b8486be33f695524 completed Feb. 28, 2026, 1:53 p.m.
Created at: Feb. 28, 2026, 2:40 a.m.