Pith Number

pith:VPNM5M6H

pith:2024:VPNM5M6HJCZHIERJOUIG2567VO

not attested not anchored not stored refs pending

Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation

Alan Aqrawi, Matthew Berman, Ted Kwartler

arxiv:2410.14262 v3 · 2024-10-18 · cs.CR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VPNM5M6HJCZHIERJOUIG2567VO}

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

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Receipt and verification

First computed	2026-07-05T09:25:48.296198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abdaceb3c748b274122975106d77dfab979a789d230371b5b4e13d100eed23e8

Aliases

arxiv: 2410.14262 · arxiv_version: 2410.14262v3 · doi: 10.48550/arxiv.2410.14262 · pith_short_12: VPNM5M6HJCZH · pith_short_16: VPNM5M6HJCZHIERJ · pith_short_8: VPNM5M6H

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/VPNM5M6HJCZHIERJOUIG2567VO \
  | 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: abdaceb3c748b274122975106d77dfab979a789d230371b5b4e13d100eed23e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ee1006f90f5c074adbd5d068b2cbb43a9a5c4b65155d56022f01816e2e2f46b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-18T08:18:18Z",
    "title_canon_sha256": "2dc69f3fcd4d5204908d18aae17df156f30cdf8d9850c52738f16bb92e7d7062"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14262",
    "kind": "arxiv",
    "version": 3
  }
}