Triple

T5678312
Position Surface form Disambiguated ID Type / Status
Subject Insurance Business Act of Japan E125138 entity
Predicate relatedTo P37 FINISHED
Object Act on Non-Life Insurance Rating Organizations of Japan
The Act on Non-Life Insurance Rating Organizations of Japan is a Japanese law that regulates the establishment and operation of rating organizations that calculate and provide standard premium rates for non-life insurance.
E538258 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: Act on Non-Life Insurance Rating Organizations of Japan | Statement: [Insurance Business Act of Japan, relatedTo, Act on Non-Life Insurance Rating Organizations of Japan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act on Non-Life Insurance Rating Organizations of Japan
Context triple: [Insurance Business Act of Japan, relatedTo, Act on Non-Life Insurance Rating Organizations of Japan]
  • A. Financial Instruments and Exchange Act of Japan
    The Financial Instruments and Exchange Act of Japan is a comprehensive securities and financial markets law that regulates investment products, market participants, and disclosure to protect investors and ensure fair, transparent trading.
  • B. Insurance Business Act of Japan
    The Insurance Business Act of Japan is a key statute that regulates the licensing, supervision, and conduct of insurance companies and intermediaries in Japan’s financial system.
  • C. Desktop Underwriter automated underwriting system
    Desktop Underwriter is Fannie Mae’s automated mortgage underwriting system used by lenders to assess borrower credit risk and eligibility for conforming loans.
  • D. Basic Act on Disaster Management of Japan
    The Basic Act on Disaster Management of Japan is the country’s fundamental legal framework that establishes principles, responsibilities, and systems for comprehensive disaster prevention, preparedness, emergency response, and recovery at national and local levels.
  • E. National Association of Insurance Commissioners
    The National Association of Insurance Commissioners is a U.S. standard-setting and regulatory support organization composed of state insurance regulators that coordinates insurance regulation and develops model laws and guidelines.
  • 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: Act on Non-Life Insurance Rating Organizations of Japan
Triple: [Insurance Business Act of Japan, relatedTo, Act on Non-Life Insurance Rating Organizations of Japan]
Generated description
The Act on Non-Life Insurance Rating Organizations of Japan is a Japanese law that regulates the establishment and operation of rating organizations that calculate and provide standard premium rates for non-life insurance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act on Non-Life Insurance Rating Organizations of Japan
Target entity description: The Act on Non-Life Insurance Rating Organizations of Japan is a Japanese law that regulates the establishment and operation of rating organizations that calculate and provide standard premium rates for non-life insurance.
  • A. Financial Instruments and Exchange Act of Japan
    The Financial Instruments and Exchange Act of Japan is a comprehensive securities and financial markets law that regulates investment products, market participants, and disclosure to protect investors and ensure fair, transparent trading.
  • B. Insurance Business Act of Japan
    The Insurance Business Act of Japan is a key statute that regulates the licensing, supervision, and conduct of insurance companies and intermediaries in Japan’s financial system.
  • C. Desktop Underwriter automated underwriting system
    Desktop Underwriter is Fannie Mae’s automated mortgage underwriting system used by lenders to assess borrower credit risk and eligibility for conforming loans.
  • D. Basic Act on Disaster Management of Japan
    The Basic Act on Disaster Management of Japan is the country’s fundamental legal framework that establishes principles, responsibilities, and systems for comprehensive disaster prevention, preparedness, emergency response, and recovery at national and local levels.
  • E. National Association of Insurance Commissioners
    The National Association of Insurance Commissioners is a U.S. standard-setting and regulatory support organization composed of state insurance regulators that coordinates insurance regulation and develops model laws and guidelines.
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0239437108190ad6a5a14636b4597 completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dbbbe9081908d1915b898722c18 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee0ee6c81908f5959bdba54a7ec completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb8ddfc8190a95b86972e659403 completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:44 p.m.