Triple

T11998244
Position Surface form Disambiguated ID Type / Status
Subject Monetary Authority of Singapore E285584 entity
Predicate publishes P80 FINISHED
Object Financial Stability Review of Singapore
The Financial Stability Review of Singapore is an official report that assesses risks and vulnerabilities in Singapore’s financial system and evaluates its overall resilience.
E82776 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: Financial Stability Review of Singapore | Statement: [Monetary Authority of Singapore, publishes, Financial Stability Review of Singapore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Financial Stability Review of Singapore
Context triple: [Monetary Authority of Singapore, publishes, Financial Stability Review of Singapore]
  • A. The Global Financial Environment
    The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
  • B. Financial Stability Committee of Bank Negara Malaysia
    The Financial Stability Committee of Bank Negara Malaysia is a high-level body within Malaysia’s central bank responsible for overseeing and safeguarding the stability of the country’s financial system.
  • C. Financial Stability Report
    The Financial Stability Report is a periodic publication that assesses risks and vulnerabilities in the UK financial system and outlines measures to safeguard its stability.
  • D. Financial Stability Report
    The Financial Stability Report is a periodic publication that assesses risks and vulnerabilities in Chile’s financial system to support informed policy decisions and promote economic stability.
  • E. Financial Stability Report
    The Financial Stability Report is a periodic publication that assesses risks and vulnerabilities in the financial system and evaluates its overall resilience.
  • 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: Financial Stability Review of Singapore
Triple: [Monetary Authority of Singapore, publishes, Financial Stability Review of Singapore]
Generated description
The Financial Stability Review of Singapore is an official report that assesses risks and vulnerabilities in Singapore’s financial system and evaluates its overall resilience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Financial Stability Review of Singapore
Target entity description: The Financial Stability Review of Singapore is an official report that assesses risks and vulnerabilities in Singapore’s financial system and evaluates its overall resilience.
  • A. The Global Financial Environment
    The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
  • B. Financial Stability Committee of Bank Negara Malaysia
    The Financial Stability Committee of Bank Negara Malaysia is a high-level body within Malaysia’s central bank responsible for overseeing and safeguarding the stability of the country’s financial system.
  • C. Financial Stability Report
    The Financial Stability Report is a periodic publication that assesses risks and vulnerabilities in the UK financial system and outlines measures to safeguard its stability.
  • D. Financial Stability Report
    The Financial Stability Report is a periodic publication that assesses risks and vulnerabilities in Chile’s financial system to support informed policy decisions and promote economic stability.
  • E. Financial Stability Report chosen
    The Financial Stability Report is a periodic publication that assesses risks and vulnerabilities in the financial system and evaluates its overall resilience.
  • F. None of above.

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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c172788190b92042e9d10a48bf completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f472917ed08190a872d9e5663d5ed5 completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7e4a40819085680c48eed5418a completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47df40a8c8190bd7350ba27f57214 completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.