Significance
24 measured / 24 eligible · 0 missing · 0 not applicable
score (0 to 1) · Event-level distribution, not a Situation risk score.
across all 24 events
Connected Situation / Through 2026-11-05
Cyclone Arnab: Impacts, Response and Recovery
- stories
- 33
- events
- 24
- entities
- 99
- connections
- 33
Evidence so far on 2026-11-05 UTC · updated 2026-11-05 10:22 UTC · analysis as of 2026-11-05 05:31 UTCSign in for the live Situation ↗
Narrative
As-of analysis
Situation at a glance
Cyclone Arnab made landfall on Andhra Pradesh’s coast, reported on October 28 in “Cyclone Arnab makes landfall along India's Andhra Pradesh coast”; an Event dated October 27 describes heavy rain and evacuations affecting residents of Odisha and Andhra Pradesh. On October 29, “Cyclone Arnab hits eastern India, forcing mass evacuations and killing at least three” reported evacuations and deaths, while N. Chandrababu Naidu ordered cyclone relief and power restoration in Andhra Pradesh. Indian Railways cancelled and diverted trains amid Visakhapatnam waterlogging in an Event dated October 29, and “Cyclone Arnab brings rain and flood alerts across Odisha and eight Indian states,” reported October 30, described flooding and stranded residents in Odisha. On October 31, “Cyclone-triggered landslides and floods kill three in Odisha, India” reported deaths, while “Cyclone Arnab causes Rs 4,600 crore in damage in Andhra Pradesh” reported a state damage estimate. Odisha’s Housing and Urban Development Department restored most of Brahmapur’s water supply, and Odisha Chief Minister Mohan Charan Majhi announced cyclone relief for families and farmers. By November 2, “Landslides in Odisha kill five and leave 10 missing after Cyclone Arnab” reported a later casualty account, “Indian Navy airlifts relief to flood-hit villages in Odisha” reported relief airlifts, and a Karnataka story reported sending 500 power workers to Andhra Pradesh; a related Event records the plan to send them.
Footnotes[11][14][10][22][20][9][12][7][8][5][21][24]Assessment
These accounts establish widespread flooding and disruption, damage to crops and infrastructure, landslide rescue needs, and relief and restoration activity; they do not establish one reconciled casualty total. Reports differ: an October 28 report said a storm in southern India killed three people; October 28 Andhra Pradesh-damage coverage linked reports variously saying there was no loss of life and claiming five or nine deaths; the October 29 roundup reported at least three deaths; the October 31 Odisha report said three had died; and the November 2 report said five had died and 10 were missing in Odisha landslides. These differently dated and scoped reports do not establish a settled cumulative count. Naidu’s Event establishes an order and Majhi’s Event an intent to provide aid. The Karnataka Event records a plan to send 500 workers, while a November 2 Story reports that Karnataka sent them. By contrast, the Navy Story reports relief airlifts, and the Brahmapur Story reports that most of the water supply was restored. On November 4, “Modi pledges central support to Andhra Pradesh after two cyclones” reported a pledge, not delivered assistance.
Footnotes[10][7][2][22][16][3][5][35]Explanation originally captured 2026-11-05 · Evidence through 2026-11-05 UTC · Source edition sed_5dfa8ab15b7bba2a462e1a8bf06b5e29
What informs this explanation
- Complete retained Story and Event membership
- Daily reporting and coded-occurrence time steps
- Event taxonomies, metrics, units, and denominators
- Canonical Entities and recorded actor/target bindings
- Typed reporting, membership, and incident edges
- Changes against the preceding retained edition
- Permitted macro, public-record, and asset facts only when they were retained with an explicit source and observation date
Quantitative
Evidence in numbers
- Scope
A 9-day Situation represented by 24 coded Events carried across 33 member Stories.
- Coded activity
The coded activity is led by EN02 · Meteorological Hazard (13) and IN02 · Transport Disruption (3).
- Prominent subjects
N. Chandrababu Naidu and Indian Railways are prominent in the retained actor and relationship evidence.
- Entity coverage
99 canonical Entities are linked to this edition.
Metric coverage. 24 coded Events · 24 CAMEO+ · 0 conflict. The four dimensions describe the CAMEO+ subset; conflict Events do not carry these scores.
Magnitude3.3
min 2max 5
Systemic importance0.15
min 0.04max 0.37
Propagation potential0.32
min 0.2max 0.44
Market sensitivity0.1
min 0.05max 0.38
Dot = mean · shaded span = observed range · position uses each metric’s defined scale.
All 7 scores, distributions & definitions
How the coder scored the full retained Event set
24 coded events — 24 CAMEO+ (5 political)
- Significance · 240.3min 0.16max 0.42
- Magnitude · 243.3min 2max 5
- Systemic · 240.15min 0.04max 0.37
- Propagation · 240.32min 0.2max 0.44
- Market · 240.1min 0.05max 0.38
- Goldstein · 51.4min -5max 4
- Confidence · 240.76min 0.58max 0.93
Quad class over those 5 events · Verbal Cooperation 4 · Verbal Conflict 1. No conflict-family event here, so nothing carries a fatality count — a missing column, not a toll of zero. 19 sit outside POLITICAL, where Goldstein and quad class are undefined.
Magnitude
24 measured / 24 eligible · 0 missing · 0 not applicable
score (0 to 10) · Event-level distribution, not a Situation risk score.
across all 24 events — every one of them CAMEO+
Systemic
24 measured / 24 eligible · 0 missing · 0 not applicable
score (0 to 1) · Event-level distribution, not a Situation risk score.
across all 24 events — every one of them CAMEO+
Propagation
24 measured / 24 eligible · 0 missing · 0 not applicable
score (0 to 1) · Event-level distribution, not a Situation risk score.
across all 24 events — every one of them CAMEO+
Market
24 measured / 24 eligible · 0 missing · 0 not applicable
score (0 to 1) · Event-level distribution, not a Situation risk score.
across all 24 events — every one of them CAMEO+
Goldstein
5 measured / 5 eligible · 0 missing · 19 not applicable
score (-10 to 10) · Event-level distribution, not a Situation risk score.
across the 5 of 24 events Goldstein is defined on — CAMEO+ POLITICAL and the conflict family; the other nine CAMEO+ domains have no Goldstein semantics
Confidence
24 measured / 24 eligible · 0 missing · 0 not applicable
score (0 to 1) · Event-level distribution, not a Situation risk score.
across all 24 events
This retained edition, independent of graph and page limits. Different dimensions, not a blended risk score; reported tolls may overlap.
Day by day8 reporting days · click a day to open or close it
2026-11-04analystlatest
Central-support pledge reported
“Modi pledges central support to Andhra Pradesh after two cyclones” reports a pledge of central support.
- 1-3
- Stories · vs day before
- 0-2
- Events · vs day before
- 1
- articles
The lay of the land
Situation timeline
Threads
All 8 daysarticlesstoriesevents
10-2710-2810-3010-3111-0211-04
Loading Situation timeline…
What kind of event · 9 coded types
over 24 coded events on this edition
- Environment14
- EN02 · Meteorological Hazard13
- EN01 · Geophysical Hazard1
- Infrastructure5
- IN02 · Transport Disruption3
- IN01 · Energy Infrastructure Event1
- IN06 · Water Infrastructure Event1
- Political5
- 033 · Intent to Provide Material Aid2
- 0231 · Economic1
Countries · where it happened
Countries · who is acting
Salient structure
What holds this Situation together
Selected from the complete retained edition
Key threads
- core
AnalystLandfall, flooding and impacts
The landfall, evacuation, flooding, transport disruption, landslide and damage reports describe the central impact thread.
- development
AnalystRelief, restoration and assistance
The accounts describe Naidu’s relief and power-restoration order, Brahmapur water restoration, Navy relief airlifts and Karnataka’s planned power-worker support.
- development
AnalystCasualty reports and landslide rescue
Odisha reports give differing casualty accounts; separate coverage describes survivors trapped under landslide debris and a proposed rescue method.
Key actors
- NN
- IR
Key Events
contextAnalystCyclone Arnab prompts evacuations and transport cancellations in India
Dated October 27, this Event describes cyclone-related heavy rain and evacuations affecting residents of Odisha and Andhra Pradesh.
Dated October 27, this Event describes cyclone-related heavy rain and evacuations affecting residents of Odisha and Andhra Pradesh.
Footnotes[14]
contextAnalystIndian Railways cancels and diverts trains amid Visakhapatnam waterlogging
Dated October 29, this Event names Indian Railways as cancelling and diverting trains amid Visakhapatnam waterlogging.
Dated October 29, this Event names Indian Railways as cancelling and diverting trains amid Visakhapatnam waterlogging.
Footnotes[20]contextAnalystN Chandrababu Naidu orders cyclone relief and power restoration
Dated October 29, this Event describes N. Chandrababu Naidu ordering cyclone relief and power restoration in Andhra Pradesh.
Dated October 29, this Event describes N. Chandrababu Naidu ordering cyclone relief and power restoration in Andhra Pradesh.
Footnotes[22]
contextAnalystCyclone Arnab floods Odisha, disrupting highways and rail services
Dated October 29, this Event describes Cyclone Arnab flooding Odisha and disrupting highways and rail services.
Dated October 29, this Event describes Cyclone Arnab flooding Odisha and disrupting highways and rail services.
Footnotes[12]
contextAnalystOdisha landslide traps survivors in Gidipabali village
Dated October 31, this Event describes survivors trapped under landslide debris in Gidipabali village.
Dated October 31, this Event describes survivors trapped under landslide debris in Gidipabali village.
Footnotes[23]
Notable connections
Evidenced relationships involving significant participants beyond the central cast.
N. Chandrababu Naidu is named as the actor ordering cyclone relief and power restoration. · recorded participationAnalystN. Chandrababu Naidu → N Chandrababu Naidu orders cyclone relief and power restoration
The Event names Naidu as its source actor, and the Entity record links him to that actor role.
Indian Railways is named as the actor cancelling and diverting trains. · recorded participationAnalystIndian Railways → Indian Railways cancels and diverts trains amid Visakhapatnam waterlogging
The Event names Indian Railways as its source actor, and the Entity record links it to that actor role.
The Event describing Odisha flooding and transport disruption is linked to the October 30 flood-alert Story. · reporting linkAnalystCyclone Arnab brings rain and flood alerts across Odisha and eight Indian states → Cyclone Arnab floods Odisha, disrupting highways and rail services
The Event lists this Story among its supporting stories.
The Event describing Karnataka’s planned power-worker support is linked to the November 2 Story. · reporting linkAnalystKarnataka sends 500 power workers to cyclone-hit Andhra Pradesh → Karnataka plans to send 500 power workers to Andhra Pradesh
The Event lists this Story among its supporting stories.
How a Situation is put together33 Stories · 24 Events · 33 membership connections · 278 graph edges
A retained time step
This edition freezes the complete served membership and analysis available through its UTC cutoff. Later repairs or identity changes do not rewrite what this edition showed.
Stories, Events, and cast
Stories are reporting clusters. Events are coded occurrences within that reporting. The cast contains 99 canonical people and organizations linked to the retained evidence.
Typed connections
Story-to-Event edges identify supporting reporting. Entity-to-Event edges identify recorded actor or target participation. Mentions and analytical roles stay visibly distinct from recorded participation.
Core, precursor, and continuation labels organize the reading. They do not by themselves establish causation. Collapsed graph groups and paginated evidence change presentation only; counts use the complete retained edition.