Pith Number

pith:XLMEIZSV

pith:2026:XLMEIZSVSEUJ3IPOWKGC75VCIF

not attested not anchored not stored refs pending

Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning

Chao Song, Hanqi Gao, Jiaze Li, Kai Zhang, Shiding Zhu, Yajie Wang, Yaorui Shi, Yibo Miao, Yudi Qi

arxiv:2606.24428 v1 · 2026-06-23 · 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{XLMEIZSVSEUJ3IPOWKGC75VCIF}

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	2026-06-24T01:15:30.180998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bad844665591289da1eeb28c2ff6a2417bef4abdedc2783a537bd5ba2d995fce

Aliases

arxiv: 2606.24428 · arxiv_version: 2606.24428v1 · doi: 10.48550/arxiv.2606.24428 · pith_short_12: XLMEIZSVSEUJ · pith_short_16: XLMEIZSVSEUJ3IPO · pith_short_8: XLMEIZSV

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/XLMEIZSVSEUJ3IPOWKGC75VCIF \
  | 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: bad844665591289da1eeb28c2ff6a2417bef4abdedc2783a537bd5ba2d995fce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46dbf931de6feea21d1c2b6cd9d482d62de36489ca0a24cc9cf9a7c8e79f9946",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-23T11:05:05Z",
    "title_canon_sha256": "58019e11a772d5b5f7828af8ca0a73249e597c2cf8cd8b3fc51799eb999b83f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24428",
    "kind": "arxiv",
    "version": 1
  }
}