Pith Number

pith:BA3MQ4D4

pith:2025:BA3MQ4D4UO3U536YPQ5OKRVTJ3

not attested not anchored not stored refs pending

Geometric Scaling of Bayesian Inference in LLMs

Naman Agarwal, Siddhartha R. Dalal, Vishal Misra

arxiv:2512.23752 v5 · 2025-12-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BA3MQ4D4UO3U536YPQ5OKRVTJ3}

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	2026-05-20T00:03:01.405603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0836c8707ca3b74eefd87c3ae546b34ee3c8ad94e885240f95c4f54f43a12f08

Aliases

arxiv: 2512.23752 · arxiv_version: 2512.23752v5 · doi: 10.48550/arxiv.2512.23752 · pith_short_12: BA3MQ4D4UO3U · pith_short_16: BA3MQ4D4UO3U536Y · pith_short_8: BA3MQ4D4

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/BA3MQ4D4UO3U536YPQ5OKRVTJ3 \
  | 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: 0836c8707ca3b74eefd87c3ae546b34ee3c8ad94e885240f95c4f54f43a12f08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd44b6657f9a81ef98dbb8c3b780ab7331a55ad70c0efd3bba646147e0f402dc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-27T05:29:55Z",
    "title_canon_sha256": "5adfc496a52a694b437d3492a1e37c0e794b9bcffbfe5de0d126d4de77e895a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.23752",
    "kind": "arxiv",
    "version": 5
  }
}