NOSIBLE Research / Reference
By NOSIBLE Research
Event ontology index
Sixteen ontologies turn event reporting into distinct, testable research variables.
Raw text does not tell a model whether an event is a threat, sanction, cyber technique, disaster, industry exposure or scheduled information release. These ontologies preserve those distinctions as stable categories that can be filtered, compared and tested through time. Each guide defines the classification boundary, exposes exact World V1.2 counts and uses three example usages to show what the ontology reveals. Start with the research question below, then inspect every category and download the underlying evidence.
- Ontologies
- 16
- Categories
- 4,262
- Example usages
- 48
- World events
- 15,311,040
Need the full event payload? View the complete World event schema.
Choose a research variable
Open the ontology that matches the question you need to answer
IPTC News Genre
Separate what happened from how the information was packaged before it enters an event study.
See policy expectations resolve into results, obituaries isolate recycled history, and iPhone reporting move beyond previews.
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Media Frames
Measure whether reporting emphasizes costs, blame, conflict, people or morality instead of compressing every narrative into sentiment.
See Wirecard move from dispute to accountability, layoffs add blame, and breaches open a liability clock.
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Ekman-7 Emotion Ontology
Preserve threat, blame, loss, rejection and surprise that a positive-negative sentiment score removes.
See FTX move from fear to blame, election emotion mean-revert, and COVID reporting pass through distinct crisis states.
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Schema.org Event Types
Turn scheduled public events into comparable information clocks without creating one-off keyword rules for every company.
See recurring company conferences, Prime Day openings and entertainment releases form measurable attention windows.
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IPTC Media Topics
Track when one named event becomes a different economic, political or social story through time.
See COVID escape health coverage, Suez persist as logistics risk, and GameStop become a policy story.
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IAB Content Ontology
Convert broad web and media subject matter into stable cohorts that reveal where attention is moving.
See regional-bank coverage turn into crisis, strikes disrupt production subjects, and insurance enter hurricane reporting after landfall.
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GICS Industry Classification
Measure which industries gain or lose event attention as an economic theme develops through time.
See AI concentrate in fewer industries, chip shortages expose automakers, and property stress reach regional banks.
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ICD-11 Chapters and Blocks
Separate health reporting into clinically meaningful cohorts without relying on unstable disease-name keyword lists.
See H5N1 gain market context, GLP-1 expand beyond metabolic treatment, and lockdown reporting shift toward clinical disorders.
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SportsML Categories
Measure emerging sports, competitions and recurring attention windows with stable categories instead of brittle keywords.
See padel attention nearly triple, Olympic breakdancing create a new cycle, and US Formula One add recurring windows.
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NOSIBLE Event Ontology
Follow one company story through changing event mechanisms instead of treating every mention as the same signal.
See Credit Suisse move toward resolution, Microsoft-Activision enter integration, and CrowdStrike progress from outage to consequences.
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EM-DAT Disaster Classification
Separate physical hazard regimes and climate-sensitive reporting before testing exposure, pricing or financing effects.
See extreme heat track NASA temperatures, climate-sensitive attention rise after normalization, and hazards produce different narrative risks.
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PLOVER Political Events
Distinguish political actions that carry different escalation, implementation and market-risk implications.
See sanctions displace threats after invasion, UAW actions separate threats from strikes, and concessions follow debt-ceiling agreement.
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MITRE ATT&CK Enterprise
Separate adversary behavior and operational impact so cyber incidents are not reduced to undifferentiated breach counts.
See ransomware persistence change, MOVEit move into exfiltration, and three incidents expose different financial-risk channels.
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World Geography
Measure where an event begins, where attention spreads and which markets inherit the exposure.
See Red Sea risk expand across regions, March banking stress cross the Atlantic, and COVID reporting migrate globally.
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Asset Class Ontology
Track which market channels dominate an event narrative as macro regimes and shocks transmit across assets.
See inflation synchronize four markets, banking stress reach funding channels, and tariffs split commodity exposure from equity and currency repricing.
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UN Sustainable Development Goals
Separate broad sustainability ambition from specific targets, financing mechanisms and implementation activity.
See COP29 shift toward funding, US policy move into clean-energy delivery, and Europe's gas crisis reach demand reduction.
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