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.