Pith Number

pith:GT34EFSS

pith:2026:GT34EFSSMGQQNOMWQOEXM5EYJZ

not attested not anchored not stored refs pending

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents

Bin Hu, Hong Peng, Rui Yang, Si Shen, Yitao Wu

arxiv:2607.17641 v1 · 2026-07-20 · cs.AI · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GT34EFSSMGQQNOMWQOEXM5EYJZ}

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	2026-07-21T01:21:56.756625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34f7c2165261a106b99683897674984e554a65ddf57b33681489f724d853c009

Aliases

arxiv: 2607.17641 · arxiv_version: 2607.17641v1 · doi: 10.48550/arxiv.2607.17641 · pith_short_12: GT34EFSSMGQQ · pith_short_16: GT34EFSSMGQQNOMW · pith_short_8: GT34EFSS

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/GT34EFSSMGQQNOMWQOEXM5EYJZ \
  | 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: 34f7c2165261a106b99683897674984e554a65ddf57b33681489f724d853c009

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e290b311e7853b5053523b9d7602925962409269089a458c2c7d345241ed8bda",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-20T07:52:36Z",
    "title_canon_sha256": "a2efe7eb7cdbdcd227e5b5526dbae7effaee1fb385f35b65ef83b9636b483d53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.17641",
    "kind": "arxiv",
    "version": 1
  }
}