Pith Number

pith:JDHEXKRY

pith:2025:JDHEXKRYQQDCLABH7YA7H43XFT

not attested not anchored not stored refs pending

Using multi-agent architecture to mitigate the risk of LLM hallucinations

Abd Elrahman Amer, Magdi Amer

arxiv:2507.01446 v1 · 2025-07-02 · 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{JDHEXKRYQQDCLABH7YA7H43XFT}

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.

Cited by

1 paper in Pith

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows

Receipt and verification

First computed	2026-07-05T11:30:48.928277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48ce4baa388406258027fe01f3f3772cfa876531d0c82d96afbd1a2c7767ca71

Aliases

arxiv: 2507.01446 · arxiv_version: 2507.01446v1 · doi: 10.48550/arxiv.2507.01446 · pith_short_12: JDHEXKRYQQDC · pith_short_16: JDHEXKRYQQDCLABH · pith_short_8: JDHEXKRY

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/JDHEXKRYQQDCLABH7YA7H43XFT \
  | 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: 48ce4baa388406258027fe01f3f3772cfa876531d0c82d96afbd1a2c7767ca71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b526770177c6a81e0d832c722f352d1d99e4d7cdf13be52bcf3f71e732a604e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-02T08:06:02Z",
    "title_canon_sha256": "4c4f0ba45270b500c18299e9b9f4a21788f30c28efae8d26c523906c8f50b6a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01446",
    "kind": "arxiv",
    "version": 1
  }
}