Pith Number

pith:VR2R5PCQ

pith:2026:VR2R5PCQSNVV7VXNGSNJNMDUAP

not attested not anchored not stored refs pending

Efficient Reasoning on the Edge

Andrey Kuzmin, Ankita Nayak, Anna Kuzina, Arash Behboodi, Babak Ehteshami Bejnordi, Corrado Rainone, Evgeny Mironov, Fabio Valerio Massoli, Leyla Mirvakhabova, Markus Nagel, Ork de Rooij, Paul N Whatmough, Rob Hesselink, Romain Lepert, Spyridon Stasis, Thomas Hehn, Tribhuvanesh Orekondy, Yelysei Bondarenko

arxiv:2603.16867 v2 · 2026-03-17 · 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{VR2R5PCQSNVV7VXNGSNJNMDUAP}

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	2026-06-04T01:08:48.509630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac751ebc50936b5fd6ed349a96b07403d3ed74c479b3f2853898cde935d834c4

Aliases

arxiv: 2603.16867 · arxiv_version: 2603.16867v2 · doi: 10.48550/arxiv.2603.16867 · pith_short_12: VR2R5PCQSNVV · pith_short_16: VR2R5PCQSNVV7VXN · pith_short_8: VR2R5PCQ

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/VR2R5PCQSNVV7VXNGSNJNMDUAP \
  | 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: ac751ebc50936b5fd6ed349a96b07403d3ed74c479b3f2853898cde935d834c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5fec2cce6c5a077409d32dfa02bbf0d39b6a36c8367526b3457f20084a2684c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-17T17:59:51Z",
    "title_canon_sha256": "845daa4b9673a43f35318fc883d5bef48f3b8b6b7233c794c436cd1ee635280c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.16867",
    "kind": "arxiv",
    "version": 2
  }
}