Pith. sign in

Paper Integrity Record · LEDGER

A Logical View of GNN-Style Computation and the Role of Activation Functions

As of an unrecorded date, Pith completed 0 of 0 listed checks against arXiv:2512.19332. No listed check completed, so this record makes no findings claim.

This is a record of named checks, not a clean-status claim or a paper verdict.

pith.integrity.v1
2512.19332 v2
pith:2025:5L6EADCKD6JI7LK2VGGY6DABM6

Coverage vector

No checks are listed for this paper yet.

Listed checks

No checks are listed for this paper yet.

Observations

No checks are listed for this paper yet.

Methods and limits

Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.

  • Only checks with status completed enter the claim sentence numerator.
  • Findings appear only from completed checks and only within the scope printed for that check.
  • Severity labels describe one observation row. They do not roll up into a paper judgment.