Pith Number

pith:CLFL3CDZ

pith:2026:CLFL3CDZQOPCWQTCRC2U5REAL5

not attested not anchored not stored refs pending

Collective Hallucination in Multi-Agent LLMs:Modeling and Defense

Saeid Jamshidi

arxiv:2606.07941 v1 · 2026-06-06 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CLFL3CDZQOPCWQTCRC2U5REAL5}

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	2026-06-09T01:04:56.029123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12cabd8879839e2b426288b54ec4805f6bce01c2dbfe09922f8a3ad4b752d559

Aliases

arxiv: 2606.07941 · arxiv_version: 2606.07941v1 · doi: 10.48550/arxiv.2606.07941 · pith_short_12: CLFL3CDZQOPC · pith_short_16: CLFL3CDZQOPCWQTC · pith_short_8: CLFL3CDZ

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/CLFL3CDZQOPCWQTCRC2U5REAL5 \
  | 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: 12cabd8879839e2b426288b54ec4805f6bce01c2dbfe09922f8a3ad4b752d559

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a201e4e08c7dd8ad528c01284b22690c54516d65e2c43e8398eee87ae89a42ec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-06T02:04:03Z",
    "title_canon_sha256": "7b05b85983fa33be3d705e05c8f35591caa8fc9444f186629bb1fe92b7e0ac30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07941",
    "kind": "arxiv",
    "version": 1
  }
}