Pith Number

pith:NLVIF2C6

pith:2026:NLVIF2C65NMEGWYZ2SLUPKFCR6

not attested not anchored not stored refs pending

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

Lanjun Wang, Shilong Jin, Zehao Wang, Zhao Cao

arxiv:2605.23414 v1 · 2026-05-22 · cs.AI · 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{NLVIF2C65NMEGWYZ2SLUPKFCR6}

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	2026-05-25T02:01:53.275948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6aea82e85eeb58435b19d49747a8a28f85427d213930a57abe62bc417f39c919

Aliases

arxiv: 2605.23414 · arxiv_version: 2605.23414v1 · doi: 10.48550/arxiv.2605.23414 · pith_short_12: NLVIF2C65NME · pith_short_16: NLVIF2C65NMEGWYZ · pith_short_8: NLVIF2C6

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/NLVIF2C65NMEGWYZ2SLUPKFCR6 \
  | 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: 6aea82e85eeb58435b19d49747a8a28f85427d213930a57abe62bc417f39c919

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03ddbcacd3a8d2e58d76e5643809e48b11c3a8691c24575cff7300ffd8944ea1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-22T09:24:12Z",
    "title_canon_sha256": "d26a7ead58c07fff9e0c7bac98db60cee02206b97d30a2045a1732add9a09d46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23414",
    "kind": "arxiv",
    "version": 1
  }
}