Pith Number

pith:4HC7IAGG

pith:2025:4HC7IAGG3OLXUUIR2NZIHGBWDG

not attested not anchored not stored refs pending

Debate-Driven Multi-Agent LLMs for Phishing Email Detection

Felix D Childress, Ngoc Tuong Vy Nguyen, Yunting Yin

arxiv:2503.22038 v1 · 2025-03-27 · cs.MA · 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{4HC7IAGG3OLXUUIR2NZIHGBWDG}

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	2026-07-05T11:28:35.410356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1c5f400c6db977a5111d37283983619bb4eabf3918f43483d8b0871473daf33

Aliases

arxiv: 2503.22038 · arxiv_version: 2503.22038v1 · doi: 10.48550/arxiv.2503.22038 · pith_short_12: 4HC7IAGG3OLX · pith_short_16: 4HC7IAGG3OLXUUIR · pith_short_8: 4HC7IAGG

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/4HC7IAGG3OLXUUIR2NZIHGBWDG \
  | 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: e1c5f400c6db977a5111d37283983619bb4eabf3918f43483d8b0871473daf33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "868755cd1107f918b150bfb7d88762cb66eff50eac76a7d20d016cdc08117d5b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-03-27T23:18:14Z",
    "title_canon_sha256": "dc8ea63181fe666f8318df0f86424ce2351e709906644775c2fbd5a13de26122"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22038",
    "kind": "arxiv",
    "version": 1
  }
}