Triple
T598751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office for Budget Responsibility |
E11445
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Economic and fiscal outlook
The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
|
E74861
|
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: Economic and fiscal outlook | Statement: [Office for Budget Responsibility, publishes, Economic and fiscal outlook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic and fiscal outlook Context triple: [Office for Budget Responsibility, publishes, Economic and fiscal outlook]
-
A.
Summary of Economic Projections
The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
-
B.
Statement on Monetary Policy
The Statement on Monetary Policy is the Reserve Bank of Australia’s key quarterly report that explains its economic outlook, inflation and growth forecasts, and the reasoning behind its monetary policy decisions.
-
C.
Monetary Policy Report
The Monetary Policy Report is a regular publication that analyzes Chile’s macroeconomic conditions, inflation outlook, and policy decisions to guide economic expectations and inform the public and markets.
-
D.
Infitah economic policy
Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
-
E.
Financial Stability Review
Financial Stability Review is a periodic publication that assesses risks and vulnerabilities in the Australian and global financial systems, produced by the Reserve Bank of Australia.
- 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: Economic and fiscal outlook Triple: [Office for Budget Responsibility, publishes, Economic and fiscal outlook]
Generated description
The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic and fiscal outlook Target entity description: The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
-
A.
Summary of Economic Projections
The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
-
B.
Statement on Monetary Policy
The Statement on Monetary Policy is the Reserve Bank of Australia’s key quarterly report that explains its economic outlook, inflation and growth forecasts, and the reasoning behind its monetary policy decisions.
-
C.
Monetary Policy Report
The Monetary Policy Report is a regular publication that analyzes Chile’s macroeconomic conditions, inflation outlook, and policy decisions to guide economic expectations and inform the public and markets.
-
D.
Infitah economic policy
Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
-
E.
Financial Stability Review
Financial Stability Review is a periodic publication that assesses risks and vulnerabilities in the Australian and global financial systems, produced by the Reserve Bank of Australia.
- 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d776c6c819081b41a9b55041cd5 |
completed | March 1, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a51f36ab388190a418f6d4ffe91d66 |
completed | March 2, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69a51fed5cf881908565dfb8c798807a |
completed | March 2, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5206e05148190a1c8c65bad1a637a |
completed | March 2, 2026, 5:30 a.m. |
Created at: March 1, 2026, 7:35 p.m.