Pith Number

pith:RSSSKIVG

pith:2026:RSSSKIVGZZEU56OY6HMTCNZDYY

not attested not anchored not stored refs pending

State commitment learning: training language models to distinguish computation from memory

Fei Ding, Huiming Yang, Runhao Liu, Yongkang Zhang, Yuhao Liao, Zijian Zeng

arxiv:2606.05201 v1 · 2026-05-22 · 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{RSSSKIVGZZEU56OY6HMTCNZDYY}

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	2026-06-05T00:13:48.569087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ca52522a6ce494ef9d8f1d9313723c638a3b82dc747fe08cb9eaab926717c90

Aliases

arxiv: 2606.05201 · arxiv_version: 2606.05201v1 · doi: 10.48550/arxiv.2606.05201 · pith_short_12: RSSSKIVGZZEU · pith_short_16: RSSSKIVGZZEU56OY · pith_short_8: RSSSKIVG

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/RSSSKIVGZZEU56OY6HMTCNZDYY \
  | 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: 8ca52522a6ce494ef9d8f1d9313723c638a3b82dc747fe08cb9eaab926717c90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16a78510b62ec7635291d62b26b94f76b96834aa178600ca3ee07fed51bc43df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-22T17:05:31Z",
    "title_canon_sha256": "60adf2d530c2a2ec6a74b2f58ec1aec2144e151b432059f0c3d3b949e5ef9762"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05201",
    "kind": "arxiv",
    "version": 1
  }
}