Triple

T21805014
Position Surface form Disambiguated ID Type / Status
Subject National Insurance Acts E538327 entity
Predicate hasPart P35 FINISHED
Object National Insurance Contributions Act 2014
The National Insurance Contributions Act 2014 is a UK law that reformed aspects of National Insurance, including introducing an employment allowance to reduce employers’ National Insurance bills and tackling avoidance schemes.
E1502211 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 Act 2014 | Statement: [National Insurance Acts, hasPart, National Insurance Contributions Act 2014]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Insurance Contributions Act 2014
Context triple: [National Insurance Acts, hasPart, National Insurance Contributions Act 2014]
  • A. 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.
  • B. National Insurance Act 1965
    The National Insurance Act 1965 was a key UK statute that consolidated and updated the national insurance system, setting out provisions for state benefits such as pensions, sickness, and unemployment support.
  • 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. National Insurance Act 1920
    The National Insurance Act 1920 was a British law that significantly expanded and reformed the system of unemployment insurance originally established in 1911, extending coverage to a much larger portion of the workforce.
  • E. 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.
  • 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 Act 2014
Triple: [National Insurance Acts, hasPart, National Insurance Contributions Act 2014]
Generated description
The National Insurance Contributions Act 2014 is a UK law that reformed aspects of National Insurance, including introducing an employment allowance to reduce employers’ National Insurance bills and tackling avoidance schemes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Insurance Contributions Act 2014
Target entity description: The National Insurance Contributions Act 2014 is a UK law that reformed aspects of National Insurance, including introducing an employment allowance to reduce employers’ National Insurance bills and tackling avoidance schemes.
  • A. 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.
  • B. National Insurance Act 1965
    The National Insurance Act 1965 was a key UK statute that consolidated and updated the national insurance system, setting out provisions for state benefits such as pensions, sickness, and unemployment support.
  • 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. National Insurance Act 1920
    The National Insurance Act 1920 was a British law that significantly expanded and reformed the system of unemployment insurance originally established in 1911, extending coverage to a much larger portion of the workforce.
  • E. 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.
  • 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_69e0c473f0f8819086c9d1b4a143bd67 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07801fa8081909098d00947bf8f7f completed April 28, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e84e9008190beac0f734864fc21 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f4358d48190a88208a55d19a9ef completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a404206e0819080c640619cd277ab completed May 17, 2026, 10:25 p.m.
Created at: April 16, 2026, 6:53 p.m.