Pith Number

pith:QD2E2K6L

pith:2011:QD2E2K6LQ5X5QVBTQWKONPC5ZV

not attested not anchored not stored refs pending

Learning unbelievable marginal probabilities

Ken D. Miller, Xaq Pitkow, Yashar Ahmadian

arxiv:1106.0483 v1 · 2011-06-02 · 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{QD2E2K6LQ5X5QVBTQWKONPC5ZV}

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	2026-05-18T04:20:50.223010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80f44d2bcb876fd854338594e6bc5dcd708928a95757128fd65611acfa1ef2e1

Aliases

arxiv: 1106.0483 · arxiv_version: 1106.0483v1 · doi: 10.48550/arxiv.1106.0483 · pith_short_12: QD2E2K6LQ5X5 · pith_short_16: QD2E2K6LQ5X5QVBT · pith_short_8: QD2E2K6L

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/QD2E2K6LQ5X5QVBTQWKONPC5ZV \
  | 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: 80f44d2bcb876fd854338594e6bc5dcd708928a95757128fd65611acfa1ef2e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dad431bad40127b9277ceae961a63ac50231260e9fb129ed9cab340845462b4c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2011-06-02T18:48:59Z",
    "title_canon_sha256": "aeabaac6f37dcfc004654b49fa1ddc7cb2f3f2582721526e81898895bea05ca5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1106.0483",
    "kind": "arxiv",
    "version": 1
  }
}