Pith Number

pith:A2ZICU5B

pith:2024:A2ZICU5BVB3LPFSX277N6S6JUR

not attested not anchored not stored refs pending

Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling

Dong Pan, Haoyang Yu, Jinzong Dong, Zhaohui Jiang

arxiv:2412.10658 v3 · 2024-12-14 · stat.ME · cs.AI · 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{A2ZICU5BVB3LPFSX277N6S6JUR}

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	2026-07-05T10:16:18.229127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06b28153a1a876b79657d7fedf4bc9a444118378871858b0a7bea227f9e868dc

Aliases

arxiv: 2412.10658 · arxiv_version: 2412.10658v3 · doi: 10.48550/arxiv.2412.10658 · pith_short_12: A2ZICU5BVB3L · pith_short_16: A2ZICU5BVB3LPFSX · pith_short_8: A2ZICU5B

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/A2ZICU5BVB3LPFSX277N6S6JUR \
  | 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: 06b28153a1a876b79657d7fedf4bc9a444118378871858b0a7bea227f9e868dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05573fbf333b7b05c132737cb323c1df2634be9102c87bbd6df4d0797656a63b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-12-14T03:04:05Z",
    "title_canon_sha256": "8f54dcb5c1e443cb168310e8ae9d88afe5d63f5e3594b458af4f06474a66c8d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10658",
    "kind": "arxiv",
    "version": 3
  }
}