Triple
T4474643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Development Centre |
E98576
|
entity |
| Predicate | hasProgramme |
P6928
|
FINISHED |
| Object |
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.
|
E441731
|
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: Regional Economic Outlooks | Statement: [OECD Development Centre, hasProgramme, Regional Economic Outlooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Economic Outlooks Context triple: [OECD Development Centre, hasProgramme, Regional Economic Outlooks]
-
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.
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.
-
C.
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.
-
D.
Outlook for Economic Activity and Prices
Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
-
E.
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.
- 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: Regional Economic Outlooks Triple: [OECD Development Centre, hasProgramme, Regional Economic Outlooks]
Generated description
Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Economic Outlooks Target entity description: Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
-
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.
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.
-
C.
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.
-
D.
Outlook for Economic Activity and Prices
Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
-
E.
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.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356bb03f48190a2addcd49c9e470d |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6287f076081909bca3643ac489fcf |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295721d881908d49ce1944e0ed17 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a3e9d1c8190a613726d45622406 |
completed | March 15, 2026, 3:40 a.m. |
Created at: March 12, 2026, 11:35 p.m.