Pith. sign in
Pith Number

pith:JVANQY3X

pith:2025:JVANQY3XHP2R7GDWNR5FJKXT6D
not attested not anchored not stored refs pending

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning

Eran Treister, Maor Ashkenazi, Ofir Brenner, Tal Furman Shohet

arxiv:2506.06069 v1 · 2025-06-06 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JVANQY3XHP2R7GDWNR5FJKXT6D}

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 2026-07-05T11:17:25.142450Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4d40d863773bf51f98766c7a54aaf3f0d7bc93673340f2b5cfdd0669085977bf

Aliases

arxiv: 2506.06069 · arxiv_version: 2506.06069v1 · doi: 10.48550/arxiv.2506.06069 · pith_short_12: JVANQY3XHP2R · pith_short_16: JVANQY3XHP2R7GDW · pith_short_8: JVANQY3X
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JVANQY3XHP2R7GDWNR5FJKXT6D \
  | 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: 4d40d863773bf51f98766c7a54aaf3f0d7bc93673340f2b5cfdd0669085977bf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bdcf5fe1ff5dc9cb5203bf76f8327db40c20b7d79478eb48a31e3f51b09cc87b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-06T13:23:37Z",
    "title_canon_sha256": "6b3cf4f15f9e611e3097b98b103f4fe79e689b175d41d97a4c19ad10901fbfe9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06069",
    "kind": "arxiv",
    "version": 1
  }
}