Pith Number

pith:BIF3BRUF

pith:2026:BIF3BRUFZ4MEPB66IGTLPSBJYW

not attested not anchored not stored refs pending

A Continuous-Time Markov Chain Framework for Insertion Language Models

Andrew McCallum, Benjamin Rozonoyer, Dhruvesh Patel, Soumitra Das, Tahira Naseem, Tim G.J. Rudner

arxiv:2606.10199 v1 · 2026-06-08 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BIF3BRUFZ4MEPB66IGTLPSBJYW}

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	2026-06-10T01:08:59.197387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a0bb0c685cf184787de41a6b7c829c5a759782d35029583ba9ee9c734779f54

Aliases

arxiv: 2606.10199 · arxiv_version: 2606.10199v1 · doi: 10.48550/arxiv.2606.10199 · pith_short_12: BIF3BRUFZ4ME · pith_short_16: BIF3BRUFZ4MEPB66 · pith_short_8: BIF3BRUF

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/BIF3BRUFZ4MEPB66IGTLPSBJYW \
  | 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: 0a0bb0c685cf184787de41a6b7c829c5a759782d35029583ba9ee9c734779f54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6f0c0f8bd3de8c2af6a417ef437f40d93b7310a9d59f001107fe548882a9693",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T21:39:43Z",
    "title_canon_sha256": "894539d86dc655b454bbecd508a0bb93f1f6e9004671f605f80e92d55fd9bbc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10199",
    "kind": "arxiv",
    "version": 1
  }
}