Pith Number

pith:O6FML2FC

pith:2026:O6FML2FCUFMCPXYUUJXAJJMRIJ

not attested not anchored not stored refs pending

CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching

Akshay Seshadri, Jamie Heredge, Mattia J. Villani, Niraj Kumar, Pranav Deshpande

arxiv:2606.11473 v1 · 2026-06-09 · cs.LG · cs.AI · 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{O6FML2FCUFMCPXYUUJXAJJMRIJ}

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	2026-06-11T01:09:50.999232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

778ac5e8a2a15827df14a26e04a5914279ab63a8201dfee09bd9fd9fd1ae455d

Aliases

arxiv: 2606.11473 · arxiv_version: 2606.11473v1 · doi: 10.48550/arxiv.2606.11473 · pith_short_12: O6FML2FCUFMC · pith_short_16: O6FML2FCUFMCPXYU · pith_short_8: O6FML2FC

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/O6FML2FCUFMCPXYUUJXAJJMRIJ \
  | 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: 778ac5e8a2a15827df14a26e04a5914279ab63a8201dfee09bd9fd9fd1ae455d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba22ce3a46590e680f1fd0318809ed405d5c8d24af07400a87f0359bd00a2700",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T22:07:04Z",
    "title_canon_sha256": "b64582a08f1782c6c7ea7cb32d7717ef80b5c8620d919b79a96c8e0ab994217c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11473",
    "kind": "arxiv",
    "version": 1
  }
}