Pith. sign in
Pith Number

pith:UPFV5VH6

pith:2026:UPFV5VH6MGJNWYIC3S46IB56OA
not attested not anchored not stored refs pending

Diagnosis Before Recovery: Turning Agent Failures into Selective Self-Correction

Hang Wang, Jiang-Ming Yang, Jianshe Li, Pan Wang, Wei Wu, Xin Zhang, Yihao Hu, Yongqi Tong, Zirui Lv

arxiv:2608.11772 v1 · 2026-08-12 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UPFV5VH6MGJNWYIC3S46IB56OA}

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 2026-08-13T01:28:08.853398Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a3cb5ed4fe6192db6102dcb9e407be701d0a79f6918efe0fc26432cd05593c37

Aliases

arxiv: 2608.11772 · arxiv_version: 2608.11772v1 · doi: 10.48550/arxiv.2608.11772 · pith_short_12: UPFV5VH6MGJN · pith_short_16: UPFV5VH6MGJNWYIC · pith_short_8: UPFV5VH6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UPFV5VH6MGJNWYIC3S46IB56OA \
  | 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: a3cb5ed4fe6192db6102dcb9e407be701d0a79f6918efe0fc26432cd05593c37
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ce29e95e19edc891d0516332680d7206350905683d674562676d3e701ab6c674",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-12T08:14:45Z",
    "title_canon_sha256": "b323301096cfb1ec11152047199a812dbcaacb7ab34baae1560213a81eef570f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11772",
    "kind": "arxiv",
    "version": 1
  }
}