Triple
T22811568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Development Economics Vice Presidency of the World Bank |
E564690
|
entity |
| Predicate | produces |
P490
|
FINISHED |
| Object |
Global Economic Prospects
Global Economic Prospects is a flagship World Bank report that provides analysis and forecasts of global and regional economic trends and developments.
|
E1555437
|
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: Global Economic Prospects | Statement: [Development Economics Vice Presidency of the World Bank, produces, Global Economic Prospects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Economic Prospects Context triple: [Development Economics Vice Presidency of the World Bank, produces, Global Economic Prospects]
-
A.
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.
-
B.
Working Party on Short-Term Economic Prospects
The Working Party on Short-Term Economic Prospects is a specialized expert group that analyzes and forecasts near-term economic developments to support policy discussions within the Economic Policy Committee.
-
C.
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.
-
D.
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.
-
E.
OECD Economic Outlook
The OECD Economic Outlook is a flagship biannual publication by the Organisation for Economic Co-operation and Development that provides analysis and forecasts of economic trends and policy developments across member and major non-member countries.
- 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: Global Economic Prospects Triple: [Development Economics Vice Presidency of the World Bank, produces, Global Economic Prospects]
Generated description
Global Economic Prospects is a flagship World Bank report that provides analysis and forecasts of global and regional economic trends and developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global Economic Prospects Target entity description: Global Economic Prospects is a flagship World Bank report that provides analysis and forecasts of global and regional economic trends and developments.
-
A.
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.
-
B.
Working Party on Short-Term Economic Prospects
The Working Party on Short-Term Economic Prospects is a specialized expert group that analyzes and forecasts near-term economic developments to support policy discussions within the Economic Policy Committee.
-
C.
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.
-
D.
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.
-
E.
OECD Economic Outlook
The OECD Economic Outlook is a flagship biannual publication by the Organisation for Economic Co-operation and Development that provides analysis and forecasts of economic trends and policy developments across member and major non-member countries.
- 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_69e245823f4c8190ade442cdcc2c224a |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17d60f5948190b624b2dab04cbe63 |
completed | April 29, 2026, 3:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea1d6308190bf37f8a37d5be5f6 |
completed | May 18, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_6a0ba0aa6b04819097d75601cb25c6ef |
completed | May 18, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba149b79c8190abfd2b285f8e3e3c |
completed | May 18, 2026, 11:31 p.m. |
Created at: April 17, 2026, 3:32 p.m.