Triple

T19758439
Position Surface form Disambiguated ID Type / Status
Subject World Economic Forum E474562 entity
Predicate hasPublication P80 FINISHED
Object Global Risks Report
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.
 E1394593 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 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.
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 Risks Report
Triple: [World Economic Forum, hasPublication, Global Risks Report]
Generated 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.
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 (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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6531d711c8190996fcf967c39c523 completed April 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd69f9a481909c82253039af1ec1 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be1380608190b1efcd97a4bd0c15 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bfb095b08190a23710cf78a2b923 completed May 16, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:48 p.m.