What the records say
Checking the live source graphs…
A bounded exploration of nine source graphs
PanAfricGenAI Hub
MamaAfrica is the source-grounded workflow.
Ask a question. Follow the source. Explore records about culture, names, places, and governance, then inspect precisely what the live graphs returned.
Live today Natural-language lookup · cited source records and links · in-session witness record
01 · See a live example
Featured question · food record
“My grandmother made egusi. What does the graph record about egusi?”
We run this question against the current source graphs when the page opens. The answer below is not a saved transcript.
01 · QuestionEveryday language
A phrase or question becomes a fresh record lookup, not a personal identity test.
02 · EvidenceLive graph records
Only records returned from the current MamaAfrica source graphs appear as citations.
03 · BoundaryShow where claims stop
An optional session export preserves the response and sources; it is not a sealed audit.
Possible next step, not demonstrated here: a contextual reconnection conversation would need additional evidence, consent, and verification before making any personal claim.
02 · Ask the companion
Explore what the source graphs hold.
Ask about a name, place, council, practice, connection, or the limits of this demo. Each answer checks the live graphs; you can follow up on the last cited subject. The companion shows the records behind a claim and says plainly when it cannot answer.
No question has been sent in this tab.
Use non-private questions. This is source-grounded exploration, not an identity check, confidence assessment, or legal determination. Earlier conversation is not retained on the server for guest requests.
03 · Question library
Three questions, answered from the live sources.
These are fresh lookups, not prewritten transcripts. Each answer shows its record and graph links; select a question to continue in the companion.
What does the graph record about the Dundun talking drum?
Waiting for live source lookup…
What does the graph record about Oyo Mesi?
Waiting for live source lookup…
What does the graph record about Kwame?
Waiting for live source lookup…
A related word may match several records. Open each citation before treating a returned statement as relevant to your question.
04 · Witness & sources
Follow the answer back to its record.
The most recent completed lookup on this page appears below. This is a session view, not a permanent audit log or a claim about your personal origin.
Run the live example or ask a question to see a witness record here.
What the lookup witnessed
Each step below comes from this request. Nothing here asserts a personal origin.
Result from the live graph
The witness sequence
- 01Question received
- 02Limited text observation
- 03Live, read-only source lookup
- 04Claim boundary
View source graph URLs queried
What this could support · not a present capability
Richer contextual conversation or independently verifiable personal reconnection would require additional evidence and safeguards. They are not established by this lookup.