Pith Number

pith:FO2KTCDZ

pith:2025:FO2KTCDZK7MHLFRMJ4434NN4EZ

not attested not anchored not stored refs pending

Distributed Conformal Prediction via Message Passing

Haifeng Wen, Hong Xing, Osvaldo Simeone

arxiv:2501.14544 v2 · 2025-01-24 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FO2KTCDZK7MHLFRMJ4434NN4EZ}

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	2026-07-05T11:06:27.248551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bb4a9887957d875962c4f39be35bc26681e47648e5cfbcb4478dc242a9590e5

Aliases

arxiv: 2501.14544 · arxiv_version: 2501.14544v2 · doi: 10.48550/arxiv.2501.14544 · pith_short_12: FO2KTCDZK7MH · pith_short_16: FO2KTCDZK7MHLFRM · pith_short_8: FO2KTCDZ

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/FO2KTCDZK7MHLFRMJ4434NN4EZ \
  | 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: 2bb4a9887957d875962c4f39be35bc26681e47648e5cfbcb4478dc242a9590e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "008233a16e66b20272f82bee2999dd5a483108966f9faecefd2cf2ca54a6a369",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-24T14:47:42Z",
    "title_canon_sha256": "d76f43f2a479c70c4656a4a093bc70dc3f8e5fdaa88991bc8fed50083856f198"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14544",
    "kind": "arxiv",
    "version": 2
  }
}