Pith. sign in
Pith Number

pith:GROVDYIH

pith:2024:GROVDYIH2LP2ITVI4TC4VI6X4J
not attested not anchored not stored refs pending

Code LLMs: A Taxonomy-based Survey

Christian Newman, Marcos Zampieri, Nishat Raihan

arxiv:2412.08291 v1 · 2024-12-11 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GROVDYIH2LP2ITVI4TC4VI6X4J}

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 2026-07-05T09:47:47.813800Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

345d51e107d2dfa44ea8e4c5caa3d7e249b160e237d182e52f64070d6b1ce949

Aliases

arxiv: 2412.08291 · arxiv_version: 2412.08291v1 · doi: 10.48550/arxiv.2412.08291 · pith_short_12: GROVDYIH2LP2 · pith_short_16: GROVDYIH2LP2ITVI · pith_short_8: GROVDYIH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GROVDYIH2LP2ITVI4TC4VI6X4J \
  | 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: 345d51e107d2dfa44ea8e4c5caa3d7e249b160e237d182e52f64070d6b1ce949
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "aaacf56be8640f3cb48da04aca902b5d33ea064edd331e7c959376f76b41c2ab",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-11T11:07:50Z",
    "title_canon_sha256": "506902388de046630cffa40b46567a4b9126fdde0501dea248588a4e651a86cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08291",
    "kind": "arxiv",
    "version": 1
  }
}