Triple
T14827368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Global Financial Environment |
E348609
|
entity |
| Predicate | isDescribedIn |
P519
|
FINISHED |
| Object |
World Economic Outlook
The World Economic Outlook is a flagship International Monetary Fund publication that provides analysis and forecasts of global economic developments, trends, and policy challenges.
|
E1122797
|
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: World Economic Outlook | Statement: [The Global Financial Environment, isDescribedIn, World Economic Outlook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Economic Outlook Context triple: [The Global Financial Environment, isDescribedIn, World Economic Outlook]
-
A.
OECD Business and Finance Outlook
OECD Business and Finance Outlook is an annual publication that analyzes global financial markets, corporate governance, investment trends, and policy challenges from the perspective of the Organisation for Economic Co-operation and Development.
-
B.
Regional Economic Outlooks
Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
-
C.
Economic Bulletin
Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
-
D.
European Economic Forecasts
European Economic Forecasts are regular macroeconomic projections for EU member states and the euro area, providing assessments of growth, inflation, employment, and public finances to inform economic policy-making.
-
E.
World Energy Outlook
World Energy Outlook is the International Energy Agency’s flagship annual publication that provides comprehensive analysis and projections of global energy demand, supply, and policy trends.
- 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: World Economic Outlook Triple: [The Global Financial Environment, isDescribedIn, World Economic Outlook]
Generated description
The World Economic Outlook is a flagship International Monetary Fund publication that provides analysis and forecasts of global economic developments, trends, and policy challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: World Economic Outlook Target entity description: The World Economic Outlook is a flagship International Monetary Fund publication that provides analysis and forecasts of global economic developments, trends, and policy challenges.
-
A.
OECD Business and Finance Outlook
OECD Business and Finance Outlook is an annual publication that analyzes global financial markets, corporate governance, investment trends, and policy challenges from the perspective of the Organisation for Economic Co-operation and Development.
-
B.
Regional Economic Outlooks
Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
-
C.
Economic Bulletin
Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
-
D.
European Economic Forecasts
European Economic Forecasts are regular macroeconomic projections for EU member states and the euro area, providing assessments of growth, inflation, employment, and public finances to inform economic policy-making.
-
E.
World Energy Outlook
World Energy Outlook is the International Energy Agency’s flagship annual publication that provides comprehensive analysis and projections of global energy demand, supply, and policy trends.
- 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_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389f48cc819089d860f0208dd465 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe3a2167348190bb428c7f23ec9748 |
completed | May 8, 2026, 7:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe3aee9d248190b202c7252f290f38 |
completed | May 8, 2026, 7:35 p.m. |
Created at: April 10, 2026, 1:51 a.m.