Triple

T16399639
Position Surface form Disambiguated ID Type / Status
Subject PAYE tax system E398276 entity
Predicate relatedTo P37 FINISHED
Object National Insurance system
The National Insurance system is the UK’s social security contribution scheme that funds state benefits such as the State Pension, certain unemployment and sickness benefits, and maternity allowances.
E538327 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 system | Statement: [PAYE tax system, relatedTo, National Insurance system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Insurance system
Context triple: [PAYE tax system, relatedTo, National Insurance system]
  • A. National Insurance Acts
    The National Insurance Acts are a series of UK laws that established and regulate the state system of social security contributions and benefits, including pensions, unemployment, and sickness support.
  • B. National Health Insurance Fund
    The National Health Insurance Fund is a public health financing body that collects and manages insurance contributions to pay for citizens’ medical services and support healthcare-related initiatives.
  • C. National Insurance Act 1946
    The National Insurance Act 1946 was a landmark British welfare reform law that created a comprehensive, compulsory social security system providing benefits for sickness, unemployment, retirement, and other contingencies for most of the population.
  • D. Social Insurance and Allied Services
    Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
  • E. National Insurance Act 1966
    The National Insurance Act 1966 was a UK statute that reformed and expanded the state social security and benefits system during the late 1960s.
  • 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 system
Triple: [PAYE tax system, relatedTo, National Insurance system]
Generated description
The National Insurance system is the UK’s social security contribution scheme that funds state benefits such as the State Pension, certain unemployment and sickness benefits, and maternity allowances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Insurance system
Target entity description: The National Insurance system is the UK’s social security contribution scheme that funds state benefits such as the State Pension, certain unemployment and sickness benefits, and maternity allowances.
  • A. National Insurance Acts chosen
    The National Insurance Acts are a series of UK laws that established and regulate the state system of social security contributions and benefits, including pensions, unemployment, and sickness support.
  • B. National Health Insurance Fund
    The National Health Insurance Fund is a public health financing body that collects and manages insurance contributions to pay for citizens’ medical services and support healthcare-related initiatives.
  • C. National Insurance Act 1946
    The National Insurance Act 1946 was a landmark British welfare reform law that created a comprehensive, compulsory social security system providing benefits for sickness, unemployment, retirement, and other contingencies for most of the population.
  • D. Social Insurance and Allied Services
    Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
  • E. National Insurance Act 1966
    The National Insurance Act 1966 was a UK statute that reformed and expanded the state social security and benefits system during the late 1960s.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e327cea4e481908400b852a5a7032a completed April 18, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c5bcc7c81909dc1d3a9a1b7f50a completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003dd7e9d481908822da391112eb39 completed May 10, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_6a003eb6aa748190b0c8866af405794a completed May 10, 2026, 8:15 a.m.
Created at: April 10, 2026, 5:09 a.m.