Pith Number

pith:CPRLJF3B

pith:2026:CPRLJF3BRJNM44IW5PKJDYB5TU

not attested not anchored not stored refs pending

When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents

Dawei Yin, Dongsheng Zhu, Lingyong Yan, Shuaiqiang Wang, Xiang Li, Xuchen Ma, Yucheng Shen, Yukun Zhao

arxiv:2606.05806 v1 · 2026-06-04 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CPRLJF3BRJNM44IW5PKJDYB5TU}

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	2026-06-05T01:15:03.970213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13e2b497618a5ace7116ebd491e03d9d2f9eb172f5356d58bf89b08b4a32ba0b

Aliases

arxiv: 2606.05806 · arxiv_version: 2606.05806v1 · doi: 10.48550/arxiv.2606.05806 · pith_short_12: CPRLJF3BRJNM · pith_short_16: CPRLJF3BRJNM44IW · pith_short_8: CPRLJF3B

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/CPRLJF3BRJNM44IW5PKJDYB5TU \
  | 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: 13e2b497618a5ace7116ebd491e03d9d2f9eb172f5356d58bf89b08b4a32ba0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbea97d763beaa95a91459ab8d79c2c6906448df62c86f10dee409e137447c30",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-04T07:38:46Z",
    "title_canon_sha256": "00de78426a68a168cfbdd8e9ca59088bd9e5cc80225fe73104b07e4b3fab4926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05806",
    "kind": "arxiv",
    "version": 1
  }
}