Pith Number

pith:4IBTZWVR

pith:2024:4IBTZWVRAVHYX3LICHLUTLEGEP

not attested not anchored not stored refs pending

Belief Samples Are All You Need For Social Learning

Ali Jadbabaie, Amir Ajorlou, Mahyar JafariNodeh

arxiv:2403.17174 v1 · 2024-03-25 · cs.LG · cs.SI · cs.SY · eess.SY · math.DS · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4IBTZWVRAVHYX3LICHLUTLEGEP}

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	2026-07-05T08:00:46.241225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2033cdab1054f8bed6811d749ac8623db4093042e1c6d97e9475e8522c4375a

Aliases

arxiv: 2403.17174 · arxiv_version: 2403.17174v1 · doi: 10.48550/arxiv.2403.17174 · pith_short_12: 4IBTZWVRAVHY · pith_short_16: 4IBTZWVRAVHYX3LI · pith_short_8: 4IBTZWVR

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/4IBTZWVRAVHYX3LICHLUTLEGEP \
  | 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: e2033cdab1054f8bed6811d749ac8623db4093042e1c6d97e9475e8522c4375a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcfae07a9a3944e86828e4eca215554454ec047fe6a129887131d7feeb6f2a2c",
    "cross_cats_sorted": [
      "cs.SI",
      "cs.SY",
      "eess.SY",
      "math.DS",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-25T20:43:17Z",
    "title_canon_sha256": "4629d3aa4493de3a111d37316e630a7dddcad95de63761024462f12d53afd850"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.17174",
    "kind": "arxiv",
    "version": 1
  }
}