Pith Number

pith:HT3JATJR

pith:2025:HT3JATJRQSBHH4ZT74H2UCRY2A

not attested not anchored not stored refs pending

Uncertainty Quantification for Large-Scale Deep Networks via Post-StoNet Modeling

Faming Liang, Yan Sun

arxiv:2508.01217 v1 · 2025-08-02 · stat.ML · 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{HT3JATJRQSBHH4ZT74H2UCRY2A}

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	2026-07-05T11:47:35.044676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cf6904d31848273f333ff0faa0a38d017254d8b103797100a624719f4b393b1

Aliases

arxiv: 2508.01217 · arxiv_version: 2508.01217v1 · doi: 10.48550/arxiv.2508.01217 · pith_short_12: HT3JATJRQSBH · pith_short_16: HT3JATJRQSBHH4ZT · pith_short_8: HT3JATJR

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/HT3JATJRQSBHH4ZT74H2UCRY2A \
  | 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: 3cf6904d31848273f333ff0faa0a38d017254d8b103797100a624719f4b393b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2d6f09027f0d6b51a57efb2ff389def655c6965103f1817581e9e4fe5ace8ca",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-08-02T06:19:23Z",
    "title_canon_sha256": "5fafe6216f6bc400471704fbed361ce84c39758f5d31d3174b3701e52280a461"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01217",
    "kind": "arxiv",
    "version": 1
  }
}