Pith Number

pith:WW4IL64R

pith:2026:WW4IL64R2X7TWFD2CVJIUBAANV

not attested not anchored not stored refs pending

Mining Verdict Boundaries for Neural Network Verification

Guanqin Zhang, Jiawei Ren, Yulei Sui, Zhenya Zhang

arxiv:2607.28954 v1 · 2026-07-31 · cs.LG · cs.LO · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WW4IL64R2X7TWFD2CVJIUBAANV}

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	2026-08-03T01:17:38.695480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5b885fb91d5ff3b147a15528a04006d56a81ea30c794bfc9bf141f85d727bde

Aliases

arxiv: 2607.28954 · arxiv_version: 2607.28954v1 · doi: 10.48550/arxiv.2607.28954 · pith_short_12: WW4IL64R2X7T · pith_short_16: WW4IL64R2X7TWFD2 · pith_short_8: WW4IL64R

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/WW4IL64R2X7TWFD2CVJIUBAANV \
  | 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: b5b885fb91d5ff3b147a15528a04006d56a81ea30c794bfc9bf141f85d727bde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a88fa78ee48180bbafbbf3076c3ecafed328ac19e448fb4ca15d5fffef8288ff",
    "cross_cats_sorted": [
      "cs.LO",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-31T02:16:55Z",
    "title_canon_sha256": "399ece1f97cd6b429838ad50e625f5823bbe416d56c86b01439bd2d4caccc871"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28954",
    "kind": "arxiv",
    "version": 1
  }
}