Pith Number

pith:S6H4XMRV

pith:2025:S6H4XMRVT4WGQ2J4HQWPL23VPE

not attested not anchored not stored refs pending

CAMF: Collaborative Adversarial Multi-agent Framework for Machine Generated Text Detection

Liesheng Wei, Yue Wang, Yuxiang Wang

arxiv:2508.11933 v1 · 2025-08-16 · 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{S6H4XMRVT4WGQ2J4HQWPL23VPE}

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	2026-07-05T11:54:57.381171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

978fcbb2359f2c68693c3c2cf5eb75793d18d8ed0f73c183c4db19e6ea950491

Aliases

arxiv: 2508.11933 · arxiv_version: 2508.11933v1 · doi: 10.48550/arxiv.2508.11933 · pith_short_12: S6H4XMRVT4WG · pith_short_16: S6H4XMRVT4WGQ2J4 · pith_short_8: S6H4XMRV

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/S6H4XMRVT4WGQ2J4HQWPL23VPE \
  | 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: 978fcbb2359f2c68693c3c2cf5eb75793d18d8ed0f73c183c4db19e6ea950491

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc1acb28f3bfe43ec383355737ceac3ea82a6345789eed74435e955133531e6c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-16T06:25:27Z",
    "title_canon_sha256": "709ea77d7b6c5c1517e62120e4e831231f6719977fda556569f68498cf71bc95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11933",
    "kind": "arxiv",
    "version": 1
  }
}