Pith Number

pith:GTVYZKN4

pith:2026:GTVYZKN4FIVXFIZYQTLQBIE7LO

not attested not anchored not stored refs pending

Efficiently Representing Algorithms With Chain-of-Thought Transformers

Anej Svete, Ashish Sabharwal, William Merrill, Yanhong Li

arxiv:2606.19697 v1 · 2026-06-18 · cs.LG · cs.AI · 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{GTVYZKN4FIVXFIZYQTLQBIE7LO}

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	2026-06-19T16:12:32.456712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34eb8ca9bc2a2b72a33884d700a09f5bad9813a0a3a23a20eebb874244df4d8d

Aliases

arxiv: 2606.19697 · arxiv_version: 2606.19697v1 · doi: 10.48550/arxiv.2606.19697 · pith_short_12: GTVYZKN4FIVX · pith_short_16: GTVYZKN4FIVXFIZY · pith_short_8: GTVYZKN4

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/GTVYZKN4FIVXFIZYQTLQBIE7LO \
  | 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: 34eb8ca9bc2a2b72a33884d700a09f5bad9813a0a3a23a20eebb874244df4d8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61313e4566c617c0c52afec72dd90fe801db7090b8b9edc47eca8f7f9855d9c9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T01:49:29Z",
    "title_canon_sha256": "5865eae02469ed4ca076c3df1748cd2931ff6fc4933e3b528d35448235d755de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19697",
    "kind": "arxiv",
    "version": 1
  }
}