Triple

T17284983
Position Surface form Disambiguated ID Type / Status
Subject commercial law of the People’s Republic of China E419629 entity
Predicate includes P1393 FINISHED
Object Law on the Promotion of Small and Medium‑Sized Enterprises
The Law on the Promotion of Small and Medium‑Sized Enterprises is a Chinese statute that establishes policies and measures to support, regulate, and foster the development of small and medium-sized businesses within the country’s market economy.
E1260575 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: Law on the Promotion of Small and Medium‑Sized Enterprises | Statement: [commercial law of the People’s Republic of China, includes, Law on the Promotion of Small and Medium‑Sized Enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Law on the Promotion of Small and Medium‑Sized Enterprises
Context triple: [commercial law of the People’s Republic of China, includes, Law on the Promotion of Small and Medium‑Sized Enterprises]
  • A. 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.
  • B. InvestEU guarantee for SMEs
    InvestEU guarantee for SMEs is a European Union financial instrument that supports small and medium-sized enterprises by reducing lenders’ risk and improving access to finance for business investment and growth.
  • C. Working Party on SMEs and Entrepreneurship
    The Working Party on SMEs and Entrepreneurship is an OECD body that develops analysis and policy guidance to support small and medium-sized enterprises and entrepreneurial activity across member countries.
  • 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. Office of Small and Medium-Sized Enterprises
    The Office of Small and Medium-Sized Enterprises is a specialized unit within the U.S. trade policy apparatus that focuses on helping smaller businesses access and benefit from international markets and trade agreements.
  • 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: Law on the Promotion of Small and Medium‑Sized Enterprises
Triple: [commercial law of the People’s Republic of China, includes, Law on the Promotion of Small and Medium‑Sized Enterprises]
Generated description
The Law on the Promotion of Small and Medium‑Sized Enterprises is a Chinese statute that establishes policies and measures to support, regulate, and foster the development of small and medium-sized businesses within the country’s market economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Law on the Promotion of Small and Medium‑Sized Enterprises
Target entity description: The Law on the Promotion of Small and Medium‑Sized Enterprises is a Chinese statute that establishes policies and measures to support, regulate, and foster the development of small and medium-sized businesses within the country’s market economy.
  • A. 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.
  • B. InvestEU guarantee for SMEs
    InvestEU guarantee for SMEs is a European Union financial instrument that supports small and medium-sized enterprises by reducing lenders’ risk and improving access to finance for business investment and growth.
  • C. Working Party on SMEs and Entrepreneurship
    The Working Party on SMEs and Entrepreneurship is an OECD body that develops analysis and policy guidance to support small and medium-sized enterprises and entrepreneurial activity across member countries.
  • 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. Office of Small and Medium-Sized Enterprises
    The Office of Small and Medium-Sized Enterprises is a specialized unit within the U.S. trade policy apparatus that focuses on helping smaller businesses access and benefit from international markets and trade agreements.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e4332cabdc8190bbc711ab806d53bf completed April 19, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a017955448481909c2464a14c2a9799 completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a017a193f6881908f39596cb235111f completed May 11, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_6a017b5045d08190b7c7409960f1438c completed May 11, 2026, 6:46 a.m.
Created at: April 10, 2026, 5:40 a.m.