Pith. sign in
Pith Number

pith:MLSLBG7W

pith:2024:MLSLBG7WDB6XIMMOVOP2L7PW4Z
not attested not anchored not stored refs pending

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text

Bojian Hou, Davoud Ataee Tarzanagh, Li Shen, Qi Long, Tianqi Shang, Weiqing He

arxiv:2411.12764 v1 · 2024-11-17 · cs.CL · cs.AI · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MLSLBG7WDB6XIMMOVOP2L7PW4Z}

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 2026-07-05T09:38:16.112938Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

62e4b09bf6187d74318eab9fa5fdf6e668d777ef7fed490438a9621cbd9861eb

Aliases

arxiv: 2411.12764 · arxiv_version: 2411.12764v1 · doi: 10.48550/arxiv.2411.12764 · pith_short_12: MLSLBG7WDB6X · pith_short_16: MLSLBG7WDB6XIMMO · pith_short_8: MLSLBG7W
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MLSLBG7WDB6XIMMOVOP2L7PW4Z \
  | 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: 62e4b09bf6187d74318eab9fa5fdf6e668d777ef7fed490438a9621cbd9861eb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1d0b092f1c24409f1b957a08c5318f07ff673a6b4b825a7e9b0ba52656209002",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-17T20:13:30Z",
    "title_canon_sha256": "3a556a9c4e62d197f6dc2bcd3d76155cac1d67f845b3a449c5741b69ebb51a7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12764",
    "kind": "arxiv",
    "version": 1
  }
}