Pith Number

pith:5VNZEUMT

pith:2026:5VNZEUMT3SA7NNCW2HZH2VMEVA

not attested not anchored not stored refs pending

Masked Language Flow Models

Iskander Azangulov, Kianoosh Ashouritaklimi, Leo Zhang, Patrick Rebeschini, Simon Vary

arxiv:2606.27617 v1 · 2026-06-26 · cs.CL · 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{5VNZEUMT3SA7NNCW2HZH2VMEVA}

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	2026-06-29T00:14:12.034350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed5b925193dc81f6b456d1f27d5584a80a48497891b09e8f91d6f2e1b0ccd14a

Aliases

arxiv: 2606.27617 · arxiv_version: 2606.27617v1 · doi: 10.48550/arxiv.2606.27617 · pith_short_12: 5VNZEUMT3SA7 · pith_short_16: 5VNZEUMT3SA7NNCW · pith_short_8: 5VNZEUMT

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/5VNZEUMT3SA7NNCW2HZH2VMEVA \
  | 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: ed5b925193dc81f6b456d1f27d5584a80a48497891b09e8f91d6f2e1b0ccd14a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8038844a3d327663a3004753e3951f59118d0e509923402d2277bb58d0f25d4c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-26T00:16:40Z",
    "title_canon_sha256": "4536675d9432dd68c4151f0332350f1acdbd523c0b6ed402abe4e50722e934de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27617",
    "kind": "arxiv",
    "version": 1
  }
}