A paragraph can hide several claims
FluxAKG separates them so each one can be inspected, edited, and checked on its own.
The reasoning graph inside FluxNote
FluxAKG
See what the document claims.See exactly where each claim came from.
Claims separated. Support visible. Conclusions traceable.Every node stays bound to the exact source span that warrants it.
01 / Why it matters
Fluent prose can hide a weak argument.
A missing premise.An invented link.A conclusion that outruns its source.
FluxAKG makes those dependencies explicit and binds every claim to its source evidence. You can audit the reasoning instead of trusting the sentences around it.
A connection is part of the meaning
Support, objection, concession, and exception stay explicit instead of disappearing into paraphrase.
The graph survives the rewrite
New prose starts from the checked structure, so the original reasoning is not traded for fluency.
Method
Three stages.
Each one checkable.
- I
Bind claims to exact text
Extract each proposition from a precise source span. If the words do not support it, the claim does not pass.
- II
Recover each reasoning step
Connect only the premises needed to reach a conclusion, without filling a missing step by guesswork.
- III
Assemble an inspectable graph
Build the validated claims and relations into a deterministic directed acyclic graph you can edit.