Triple

T3325648
Position Surface form Disambiguated ID Type / Status
Subject Australia’s foreign exchange reserves E69907 entity
Predicate statisticalStandard P1371 FINISHED
Object IMF Special Data Dissemination Standard
The IMF Special Data Dissemination Standard is an international framework that guides countries in providing timely, comprehensive, and reliable economic and financial statistics to the public and markets.
E348614 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: IMF Special Data Dissemination Standard | Statement: [Australia’s foreign exchange reserves, statisticalStandard, IMF Special Data Dissemination Standard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IMF Special Data Dissemination Standard
Context triple: [Australia’s foreign exchange reserves, statisticalStandard, IMF Special Data Dissemination Standard]
  • A. Monetary and Financial Statistics Manual
    The Monetary and Financial Statistics Manual is an international IMF guideline that standardizes the compilation and presentation of monetary and financial statistics for use in macroeconomic analysis and policy.
  • B. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • C. United Nations System of National Accounts
    The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
  • D. Balance of Payments and International Investment Position Manual
    The Balance of Payments and International Investment Position Manual is an IMF-issued international statistical standard that provides guidelines for compiling and presenting a country’s external sector accounts, including cross-border transactions and financial positions with the rest of the world.
  • E. Irving Fisher Committee on Central Bank Statistics
    The Irving Fisher Committee on Central Bank Statistics is an international forum of central bank statisticians that promotes the development, harmonization, and effective use of economic and financial statistics for monetary and financial stability analysis.
  • 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: IMF Special Data Dissemination Standard
Triple: [Australia’s foreign exchange reserves, statisticalStandard, IMF Special Data Dissemination Standard]
Generated description
The IMF Special Data Dissemination Standard is an international framework that guides countries in providing timely, comprehensive, and reliable economic and financial statistics to the public and markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IMF Special Data Dissemination Standard
Target entity description: The IMF Special Data Dissemination Standard is an international framework that guides countries in providing timely, comprehensive, and reliable economic and financial statistics to the public and markets.
  • A. Monetary and Financial Statistics Manual
    The Monetary and Financial Statistics Manual is an international IMF guideline that standardizes the compilation and presentation of monetary and financial statistics for use in macroeconomic analysis and policy.
  • B. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • C. United Nations System of National Accounts
    The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
  • D. Balance of Payments and International Investment Position Manual
    The Balance of Payments and International Investment Position Manual is an IMF-issued international statistical standard that provides guidelines for compiling and presenting a country’s external sector accounts, including cross-border transactions and financial positions with the rest of the world.
  • E. Irving Fisher Committee on Central Bank Statistics
    The Irving Fisher Committee on Central Bank Statistics is an international forum of central bank statisticians that promotes the development, harmonization, and effective use of economic and financial statistics for monetary and financial stability analysis.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16ca13c8190aea8caed8ccd9b88 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7b26248190b9bf159982d7d19e completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31e4ca140819099de4546b0cb14d6 completed March 12, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69b31ec53b848190b56ca349f53ff447 completed March 12, 2026, 8:15 p.m.
Created at: March 8, 2026, 3:12 p.m.