← Outbreak

Intelligence pipeline

How Outbreak maps a rumorfrom whisper to wildfire

Paste any claim. Outbreak crawls the open web, reconstructs the narrative cascade in Neo4j, and surfaces patient zero, amplification waves, and the accounts driving the spread — in minutes.

End-to-end investigation flow

Claim in

URL or rumor text becomes a live case

Corpus crawl

Web, Reddit, Hacker News + Tavily expansion

Neo4j graph

Posts, accounts, similarity & lineage edges

RocketRide agent

LLM queries graph, resolves patient zero

Cascade UI

Interactive graph + findings dashboard

InvestigatorOutbreak appButterbaseinvestigateingest-rumorrr-runnerRocketRide CloudWebhook → AgentGroq LLM + toolsLive callbacksTavily searchNeo4j AuraCascade graphDeliverablesPatient zeroTime wavesLineage edgesRingleader accountsLive event streamCase reportGraph + findingsrr-event + rr-callback (live progress)

Multi-source ingestion

Tavily web search, Reddit threads, and Hacker News discussions are fused into one narrative corpus — automatically expanded when signal is thin.

Cascade reconstruction

SIMILAR_TO and DERIVED_FROM edges rebuild how a rumor mutated post-by-post. Patient zero is resolved from graph topology, not guesswork.

Agentic verification

A RocketRide Cloud agent runs Cypher on Neo4j, adjudicates lineage, streams progress to your dashboard, and ships structured findings.

What the cascade graph shows

Every investigation produces an interactive force-directed graph — click any post to jump to the original source.

Patient zero

Rose pulse node — the earliest post expressing the narrative

Wave 1 / 2 / 3

Time-bucketed amplification windows from origin

DERIVED_FROM

Solid white edges — repost & quote lineage between posts

SIMILAR_TO

Dashed cyan edges — semantic similarity across the corpus

Narrative hub

Gold hex — the core claim everything connects to

Mini cascade topology

20+

Sources per case

Web, Reddit & HN fused automatically

3

Amplification waves

Time-bucketed spread from patient zero

Live

Pipeline telemetry

Step-by-step events as the agent runs

1-click

Source traceability

Every post node links to the original URL

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ButterbaseNeo4j AuraRocketRide CloudGroq LLMTavily SearchNext.js

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