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Evidence inspector

Sub-Saharan Africa · 2026-06-26

The receipts. This is the exact material every model was shown for this day and region, followed by what each of them made of it — in its own words, next to the number it gave.

It is worth reading once even if you skip everything else: it is where confident-sounding reasoning and a score that turns out to be no better than chance sit side by side.

Why the evidence is identical, and how you can check

Evidence is gathered once per (date, region, depth_profile), hashed, and reused for every model in the run. A disagreement below is therefore a disagreement about identical input, not two models getting different search results. The evidence hash shown on this page is what makes that checkable.

Evidence hash
ca7ea642f4dcfad9c7c63080e071c6c46df7e346762c526359f740d7f0a219b4

SHA-256 over the canonically serialised payload minus the hash itself, so it is stable across processes and machines. It is stored on the run and on every score row below — provenance is checkable, not asserted. Every score row below carries this same hash.

Source material · 10

shallow

These headlines, in this order, are the entire world the models were given. Nothing else about Sub-Saharan Africa on 2026-06-26 was in the prompt.

Extracts: not gathered at shallow depth — Stage 7 populates extracts only for standard and deep profiles. Zero here means "not requested", not "requested and empty". Full article texts: not gathered at shallow depth — only the deep profile fetches them.

The shallow profile requests 20 headlines and 10 are stored. That is a known provider cap, not a clipped payload: the Serper news endpoint returns at most 10 items per request regardless of the count asked for, and pagination has not been added. The three profiles currently differ in enrichment, not in headline breadth.

Model rationales

prompt p1

Same headlines, same rendered prompt, different readings. Where two models diverge, the disagreement is about interpretation, because the input was byte-identical and the hash proves it. The scored verdicts here span 16.0 points of the 0-100 scale.

llama-3.3-70b-versatile
groq
40.0
okElevated

The region is experiencing challenges in achieving energy access targets, with 655 million people still lacking electricity, and the World Bank's programme to electrify Africa likely to fall short of its target. However, there are also positive developments, such as investments in renewable energy and infrastructure, which suggest that the region is making efforts to address its challenges, thus warranting an elevated rather than severe chaos score.

evidence ca7ea642f4dc…prompt p1
claude-haiku-4-5
anthropic
35.0
okElevated

Sub-Saharan Africa faces significant infrastructure and development challenges, with energy access targets being missed and 655 million people globally lacking electricity, creating economic and social pressures. However, the evidence shows ongoing investment efforts (World Bank programs, IFC equity funding, construction growth in South Africa) and cautious optimism in business outlooks, indicating active mitigation rather than systemic collapse or acute crisis conditions.

evidence ca7ea642f4dc…prompt p1
gemini-3.1-pro-preview
google
30.0
okElevated

Sub-Saharan Africa faces ongoing developmental headwinds, highlighted by significant shortfalls in electrification targets and mounting environmental pressures from climate change and resource demands. However, the absence of acute political conflict and the presence of slow but steady economic growth and renewable energy investments keep overall regional instability at a manageable level.

evidence ca7ea642f4dc…prompt p1
deepseek-reasoner
deepseek
25.0
okElevated

Headlines reflect persistent developmental deficits like electricity access and slow economic growth, but no acute security or political crisis is reported. The overall situation is stable yet elevated due to structural challenges.

evidence ca7ea642f4dc…prompt p1
claude-opus-5
anthropic
24.0
okElevated

The day's evidence is dominated by development and energy-access shortfalls \u2014 lagging electrification, financing gaps, slow South African growth and climate vulnerability \u2014 rather than conflict, unrest or political rupture. These are chronic structural stressors that keep the region above a calm baseline, but nothing in the headlines indicates acute instability or escalation.

evidence ca7ea642f4dc…prompt p1

Every model returned a parseable verdict for this evidence, so no failure card is shown. Non-ok rows are rendered by the same component — with error_text where the rationale would be — and are covered by tests/rationale_card_test.tsx.