Pith Number

pith:WVK7EY2Q

pith:2026:WVK7EY2QCCW7LJJAVFVVVYKWAB

not attested not anchored not stored refs pending

Markovian Circuit Tracing for Transformer State Dynamic

Abdullah X

arxiv:2605.20824 v1 · 2026-05-20 · 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{WVK7EY2QCCW7LJJAVFVVVYKWAB}

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	2026-05-21T01:04:56.381218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b555f2635010adf5a520a96b5ae1560070b7cfd8f4d50f60e5628c9d54ca1ad9

Aliases

arxiv: 2605.20824 · arxiv_version: 2605.20824v1 · doi: 10.48550/arxiv.2605.20824 · pith_short_12: WVK7EY2QCCW7 · pith_short_16: WVK7EY2QCCW7LJJA · pith_short_8: WVK7EY2Q

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/WVK7EY2QCCW7LJJAVFVVVYKWAB \
  | 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: b555f2635010adf5a520a96b5ae1560070b7cfd8f4d50f60e5628c9d54ca1ad9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e140a303e2e962ca8dd10eb039fea73687633969a4d45758dd184db9a0fc751",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-20T07:19:21Z",
    "title_canon_sha256": "eb23d0ad7eaac7040a56ab111e866d490579722e3e50e7d4c1ba2f442f31450c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20824",
    "kind": "arxiv",
    "version": 1
  }
}