Pith Number

pith:RHATADYY

pith:2026:RHATADYYZI3L3JNGNUF3XGQGGM

not attested not anchored not stored refs pending

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers

Anej Svete, Kangwook Lee, Ying Fan

arxiv:2606.31779 v1 · 2026-06-30 · 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{RHATADYYZI3L3JNGNUF3XGQGGM}

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	2026-07-01T01:18:14.550973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89c1300f18ca36bda5a66d0bbb9a063334a23f7bd08f748c3bfc94ed3526a43b

Aliases

arxiv: 2606.31779 · arxiv_version: 2606.31779v1 · doi: 10.48550/arxiv.2606.31779 · pith_short_12: RHATADYYZI3L · pith_short_16: RHATADYYZI3L3JNG · pith_short_8: RHATADYY

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/RHATADYYZI3L3JNGNUF3XGQGGM \
  | 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: 89c1300f18ca36bda5a66d0bbb9a063334a23f7bd08f748c3bfc94ed3526a43b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "964e1298eba67eb3221b4ce3d6689378038d73f8bfbc450e6ad731849be2df18",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-30T14:58:53Z",
    "title_canon_sha256": "2968e7e475788bade38bd08b2968b38e7266c1a0a009fe0112a8e680cb1f8cd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31779",
    "kind": "arxiv",
    "version": 1
  }
}