Triple
T14827638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IMF Special Data Dissemination Standard |
E348614
|
entity |
| Predicate | conformsTo |
P3994
|
FINISHED |
| Object |
IMF Data Standards Initiatives
The IMF Data Standards Initiatives are a set of international frameworks established by the International Monetary Fund to guide countries in the provision, quality, and public dissemination of economic and financial statistics.
|
E1122208
|
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 Data Standards Initiatives | Statement: [IMF Special Data Dissemination Standard, conformsTo, IMF Data Standards Initiatives]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IMF Data Standards Initiatives Context triple: [IMF Special Data Dissemination Standard, conformsTo, IMF Data Standards Initiatives]
-
A.
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.
-
B.
IMF Statistics Department
The IMF Statistics Department is a division of the International Monetary Fund responsible for developing international statistical standards and providing economic and financial data, guidance, and analysis to member countries and the public.
-
C.
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.
-
D.
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.
-
E.
Office of Data Development and Standards
The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
- 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 Data Standards Initiatives Triple: [IMF Special Data Dissemination Standard, conformsTo, IMF Data Standards Initiatives]
Generated description
The IMF Data Standards Initiatives are a set of international frameworks established by the International Monetary Fund to guide countries in the provision, quality, and public dissemination of economic and financial statistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IMF Data Standards Initiatives Target entity description: The IMF Data Standards Initiatives are a set of international frameworks established by the International Monetary Fund to guide countries in the provision, quality, and public dissemination of economic and financial statistics.
-
A.
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.
-
B.
IMF Statistics Department
The IMF Statistics Department is a division of the International Monetary Fund responsible for developing international statistical standards and providing economic and financial data, guidance, and analysis to member countries and the public.
-
C.
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.
-
D.
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.
-
E.
Office of Data Development and Standards
The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0737d4c8190a49bf6b013da208c |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe38a16fd881909d246d8d1811a673 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe502938dc8190892373403077cfdd |
completed | May 8, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe509a02c08190bd2171b16584cd64 |
completed | May 8, 2026, 9:07 p.m. |
Created at: April 10, 2026, 1:51 a.m.