Triple
T19758439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World Economic Forum |
E474562
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object | Global Risks Report |
—
|
NE NERFINISHED |
How this triple was built (3 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 Risks Report | Statement: [World Economic Forum, hasPublication, Global Risks Report]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Risks Report Context triple: [World Economic Forum, hasPublication, Global Risks Report]
-
A.
Global Trends report series
The Global Trends report series is a set of forward-looking strategic assessments that analyze long-term global developments and their implications for the international system and U.S. interests.
-
B.
Global Catastrophic Risks
Global Catastrophic Risks is an edited academic volume that systematically examines threats capable of causing worldwide devastation or human extinction, along with strategies for assessing and mitigating them.
-
C.
State of the World reports
State of the World reports are an annual series of environmental and sustainability assessments that analyze global ecological trends, challenges, and policy solutions.
-
D.
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.
-
E.
Global Financial Stability Report
The Global Financial Stability Report is a periodic publication by the International Monetary Fund that assesses global financial risks, vulnerabilities, and policy challenges affecting the stability of the international financial system.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global Risks Report Target entity description: The Global Risks Report is an annual World Economic Forum publication that analyzes and ranks the most significant global economic, environmental, geopolitical, societal, and technological risks facing the world.
-
A.
Global Trends report series
The Global Trends report series is a set of forward-looking strategic assessments that analyze long-term global developments and their implications for the international system and U.S. interests.
-
B.
Global Catastrophic Risks
Global Catastrophic Risks is an edited academic volume that systematically examines threats capable of causing worldwide devastation or human extinction, along with strategies for assessing and mitigating them.
-
C.
State of the World reports
State of the World reports are an annual series of environmental and sustainability assessments that analyze global ecological trends, challenges, and policy solutions.
-
D.
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.
-
E.
Global Financial Stability Report
The Global Financial Stability Report is a periodic publication by the International Monetary Fund that assesses global financial risks, vulnerabilities, and policy challenges affecting the stability of the international financial system.
- F. None of above. chosen
Provenance (2 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531d711c8190996fcf967c39c523 |
completed | April 20, 2026, 4:23 p.m. |
Created at: April 10, 2026, 1:48 p.m.