Triple

T15341521
Position Surface form Disambiguated ID Type / Status
Subject 55th Parliament of the United Kingdom E366805 entity
Predicate passesAct P51566 FINISHED
Object Small Business, Enterprise and Employment Act 2015
The Small Business, Enterprise and Employment Act 2015 is a UK law aimed at improving the business environment by supporting small and medium-sized enterprises, enhancing transparency, and reforming employment and company law.
E1152097 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: Small Business, Enterprise and Employment Act 2015 | Statement: [55th Parliament of the United Kingdom, passesAct, Small Business, Enterprise and Employment Act 2015]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small Business, Enterprise and Employment Act 2015
Context triple: [55th Parliament of the United Kingdom, passesAct, Small Business, Enterprise and Employment Act 2015]
  • A. Small Business Jobs Act of 2010
    The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
  • B. Enterprise and Regulatory Reform Act 2013
    The Enterprise and Regulatory Reform Act 2013 is a UK law that overhauled competition and employment regulation, reformed institutions like the Competition and Markets Authority, and aimed to reduce regulatory burdens on businesses.
  • C. Enterprise Act 2002
    The Enterprise Act 2002 is a major UK competition and consumer protection law that overhauled merger control, strengthened anti-cartel enforcement, and reformed insolvency and enterprise policy.
  • D. Jumpstart Our Business Startups Act
    The Jumpstart Our Business Startups (JOBS) Act is a 2012 U.S. federal law designed to make it easier for small and emerging companies to raise capital by easing securities regulations and expanding access to public and private fundraising.
  • E. Growth and Infrastructure Act 2013
    The Growth and Infrastructure Act 2013 is a UK law aimed at streamlining planning, development, and infrastructure processes to promote economic growth and reduce regulatory delays.
  • 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: Small Business, Enterprise and Employment Act 2015
Triple: [55th Parliament of the United Kingdom, passesAct, Small Business, Enterprise and Employment Act 2015]
Generated description
The Small Business, Enterprise and Employment Act 2015 is a UK law aimed at improving the business environment by supporting small and medium-sized enterprises, enhancing transparency, and reforming employment and company law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small Business, Enterprise and Employment Act 2015
Target entity description: The Small Business, Enterprise and Employment Act 2015 is a UK law aimed at improving the business environment by supporting small and medium-sized enterprises, enhancing transparency, and reforming employment and company law.
  • A. Small Business Jobs Act of 2010
    The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
  • B. Enterprise and Regulatory Reform Act 2013
    The Enterprise and Regulatory Reform Act 2013 is a UK law that overhauled competition and employment regulation, reformed institutions like the Competition and Markets Authority, and aimed to reduce regulatory burdens on businesses.
  • C. Enterprise Act 2002
    The Enterprise Act 2002 is a major UK competition and consumer protection law that overhauled merger control, strengthened anti-cartel enforcement, and reformed insolvency and enterprise policy.
  • D. Jumpstart Our Business Startups Act
    The Jumpstart Our Business Startups (JOBS) Act is a 2012 U.S. federal law designed to make it easier for small and emerging companies to raise capital by easing securities regulations and expanding access to public and private fundraising.
  • E. Growth and Infrastructure Act 2013
    The Growth and Infrastructure Act 2013 is a UK law aimed at streamlining planning, development, and infrastructure processes to promote economic growth and reduce regulatory delays.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e14d8088190876fceca75d12322 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f55e9881908612c4e384836fb5 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff030970588190a793cd710e819635 completed May 9, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ff04633de08190867ad3baec6b2b02 completed May 9, 2026, 9:54 a.m.
Created at: April 10, 2026, 3:17 a.m.