Pith Number

pith:QDBVZYVQ

pith:2026:QDBVZYVQLDNQUBCWO26CJVBFCB

not attested not anchored not stored refs pending

Boundary-Aware Quantization: Finite-Scale Decision Geometry of Neural Classifiers

O.M. Kiselev

arxiv:2607.01478 v1 · 2026-07-01 · math.OC · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QDBVZYVQLDNQUBCWO26CJVBFCB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-03T00:17:01.822693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80c35ce2b058db0a045676bc24d425107b5121b1f495c34cc02eb11fba54ad0f

Aliases

arxiv: 2607.01478 · arxiv_version: 2607.01478v1 · doi: 10.48550/arxiv.2607.01478 · pith_short_12: QDBVZYVQLDNQ · pith_short_16: QDBVZYVQLDNQUBCW · pith_short_8: QDBVZYVQ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QDBVZYVQLDNQUBCWO26CJVBFCB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 80c35ce2b058db0a045676bc24d425107b5121b1f495c34cc02eb11fba54ad0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e78faa5903a217ecb26afb8bd11b688c119de1b6db5d6af99a1db04311ccf84d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2026-07-01T21:19:06Z",
    "title_canon_sha256": "94e66311d010d4989e49ca9b91ea258348678942e5485a5318dd8c3cbc02e059"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01478",
    "kind": "arxiv",
    "version": 1
  }
}