Triple

T16957948
Position Surface form Disambiguated ID Type / Status
Subject Companies Act of Singapore E411352 entity
Predicate administeredBy P86 FINISHED
Object Accounting and Corporate Regulatory Authority of Singapore
The Accounting and Corporate Regulatory Authority of Singapore is the national regulator responsible for overseeing business registration, corporate compliance, and the public accountancy profession in Singapore.
E1242497 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: Accounting and Corporate Regulatory Authority of Singapore | Statement: [Companies Act of Singapore, administeredBy, Accounting and Corporate Regulatory Authority of Singapore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Accounting and Corporate Regulatory Authority of Singapore
Context triple: [Companies Act of Singapore, administeredBy, Accounting and Corporate Regulatory Authority of Singapore]
  • A. Monetary Authority of Singapore
    The Monetary Authority of Singapore is Singapore’s central bank and integrated financial regulator, responsible for formulating monetary policy, overseeing the financial sector, and maintaining financial stability.
  • B. Companies Act of Singapore
    The Companies Act of Singapore is the primary legislation governing the incorporation, regulation, and dissolution of companies in Singapore, setting out the rights and obligations of companies, directors, and shareholders.
  • C. Ministry of Finance (Singapore)
    The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
  • D. Maritime and Port Authority of Singapore
    The Maritime and Port Authority of Singapore is the government agency responsible for regulating, developing, and promoting Singapore as a leading global hub port and international maritime center.
  • E. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • 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: Accounting and Corporate Regulatory Authority of Singapore
Triple: [Companies Act of Singapore, administeredBy, Accounting and Corporate Regulatory Authority of Singapore]
Generated description
The Accounting and Corporate Regulatory Authority of Singapore is the national regulator responsible for overseeing business registration, corporate compliance, and the public accountancy profession in Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Accounting and Corporate Regulatory Authority of Singapore
Target entity description: The Accounting and Corporate Regulatory Authority of Singapore is the national regulator responsible for overseeing business registration, corporate compliance, and the public accountancy profession in Singapore.
  • A. Monetary Authority of Singapore
    The Monetary Authority of Singapore is Singapore’s central bank and integrated financial regulator, responsible for formulating monetary policy, overseeing the financial sector, and maintaining financial stability.
  • B. Companies Act of Singapore
    The Companies Act of Singapore is the primary legislation governing the incorporation, regulation, and dissolution of companies in Singapore, setting out the rights and obligations of companies, directors, and shareholders.
  • C. Ministry of Finance (Singapore)
    The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
  • D. Maritime and Port Authority of Singapore
    The Maritime and Port Authority of Singapore is the government agency responsible for regulating, developing, and promoting Singapore as a leading global hub port and international maritime center.
  • E. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01d34d08190a73ce48e9988bd97 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4666f14819095fc3bcf5e459b61 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.