Pith Number

pith:GFXLCA3D

pith:2022:GFXLCA3D7BBCHCWMBQ57XESC2O

not attested not anchored not stored refs pending

Distributed Bayesian Learning of Dynamic States

Ali H. Sayed, Mert Kayaalp, Stefan Vlaski, Vincenzo Matta, Virginia Bordignon

arxiv:2212.02565 v1 · 2022-12-05 · eess.SP · cs.LG · cs.MA · cs.SI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFXLCA3D7BBCHCWMBQ57XESC2O}

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	2026-07-05T05:22:32.203255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

316eb10363f842238acc0c3bfb9242d38db998eb3cb399e0efd812b6d77b52df

Aliases

arxiv: 2212.02565 · arxiv_version: 2212.02565v1 · doi: 10.48550/arxiv.2212.02565 · pith_short_12: GFXLCA3D7BBC · pith_short_16: GFXLCA3D7BBCHCWM · pith_short_8: GFXLCA3D

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/GFXLCA3D7BBCHCWMBQ57XESC2O \
  | 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: 316eb10363f842238acc0c3bfb9242d38db998eb3cb399e0efd812b6d77b52df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff7559b97c0e2e842fdc3e71c9bedb16b72cb5e19ea1be431445c235d0eddc13",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "cs.SI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-12-05T19:40:17Z",
    "title_canon_sha256": "f2d6a070904d022e9180444b30c9323154bffa30eeb3812bca33d8c3ec0b0ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02565",
    "kind": "arxiv",
    "version": 1
  }
}