Pith Number

pith:JNEZ7B5G

pith:2022:JNEZ7B5G3IIU2CHNV4SBNIUHYG

not attested not anchored not stored refs pending

Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking

Francesca Cairoli, Ginevra Carbone, Luca Bortolussi, Paolo Pulcini

arxiv:2205.05398 v3 · 2022-05-11 · cs.LG · 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{JNEZ7B5G3IIU2CHNV4SBNIUHYG}

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.

Cited by

1 paper in Pith

Conformal Predictive Monitoring for Multi-Modal Scenarios

Receipt and verification

First computed	2026-07-05T05:58:38.410633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b499f87a6da114d08edaf2416a287c1acedca15a1a71c0bd149f3b86d82e3ba

Aliases

arxiv: 2205.05398 · arxiv_version: 2205.05398v3 · doi: 10.48550/arxiv.2205.05398 · pith_short_12: JNEZ7B5G3IIU · pith_short_16: JNEZ7B5G3IIU2CHN · pith_short_8: JNEZ7B5G

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/JNEZ7B5G3IIU2CHNV4SBNIUHYG \
  | 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: 4b499f87a6da114d08edaf2416a287c1acedca15a1a71c0bd149f3b86d82e3ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43eac8ea693d0d62b705371ceaa348312d704c5d4daf84d843434c98ae863168",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-11T10:43:23Z",
    "title_canon_sha256": "ed0600367397c44db83794543409dac3367069f4a63eef6a41373a64fed3318f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.05398",
    "kind": "arxiv",
    "version": 3
  }
}