Pith Number

pith:E2ZOQ5GK

pith:2026:E2ZOQ5GKF72AVQYZ6TIKDONNBP

not attested not anchored not stored refs pending

STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning

Dacheng Tao, Guozheng Ma, Junjie Zhang, Shunyu Liu, Ting-En Lin, Yongbin Li, Yongcheng Jing, Zetian Hu

arxiv:2605.18851 v1 · 2026-05-13 · 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{E2ZOQ5GKF72AVQYZ6TIKDONNBP}

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	2026-05-20T00:06:25.691799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26b2e874ca2ff40ac319f4d0a1b9ad0bd790a5dc4eacfe69c482e135297a2951

Aliases

arxiv: 2605.18851 · arxiv_version: 2605.18851v1 · doi: 10.48550/arxiv.2605.18851 · pith_short_12: E2ZOQ5GKF72A · pith_short_16: E2ZOQ5GKF72AVQYZ · pith_short_8: E2ZOQ5GK

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/E2ZOQ5GKF72AVQYZ6TIKDONNBP \
  | 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: 26b2e874ca2ff40ac319f4d0a1b9ad0bd790a5dc4eacfe69c482e135297a2951

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8e8a852f01679b31e624190eae17bd2278c199e3297bd2db3b1b2a35a5896fe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-13T11:04:31Z",
    "title_canon_sha256": "e204f5b8e4758b1323bb51a03ba29b9d9989e5b35420eaa4ee001a344d2518d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18851",
    "kind": "arxiv",
    "version": 1
  }
}