Pith. sign in
Pith Number

pith:AXUOD3CY

pith:2024:AXUOD3CYSS72UH3XYZRK4WUBKG
not attested not anchored not stored refs pending

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science

Ahmet Yasin Aytar, Kamer Kaya, Kemal Kilic

arxiv:2412.15404 v1 · 2024-12-19 · cs.IR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AXUOD3CYSS72UH3XYZRK4WUBKG}

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 2026-07-05T11:03:02.508812Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

05e8e1ec5894bfaa1f77c662ae5a8151814f6fd7acef3f6998fa3b4c04f522f2

Aliases

arxiv: 2412.15404 · arxiv_version: 2412.15404v1 · doi: 10.48550/arxiv.2412.15404 · pith_short_12: AXUOD3CYSS72 · pith_short_16: AXUOD3CYSS72UH3X · pith_short_8: AXUOD3CY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AXUOD3CYSS72UH3XYZRK4WUBKG \
  | 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: 05e8e1ec5894bfaa1f77c662ae5a8151814f6fd7acef3f6998fa3b4c04f522f2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ef74dbf6bac2af86e51a29bd25c5eed0f9a3613d231a720ed01e6bf55b3b5949",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-19T21:14:54Z",
    "title_canon_sha256": "8544048d097df5dabcd927449a533a3c38ee3575e3e5fd8711f22cb225cf0890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15404",
    "kind": "arxiv",
    "version": 1
  }
}