Pith. sign in
Pith Number

pith:2RZILX4I

pith:2025:2RZILX4I3LLIXZCA2PWLN6NH3E
not attested not anchored not stored refs pending

LLMs to Support a Domain Specific Knowledge Assistant

Maria-Flavia Lovin

arxiv:2502.04095 v1 · 2025-02-06 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2RZILX4I3LLIXZCA2PWLN6NH3E}

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 2026-07-05T10:10:34.061893Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d47285df88dad68be440d3ecb6f9a7d93d17bfc6c1183c410c2775140b8d7088

Aliases

arxiv: 2502.04095 · arxiv_version: 2502.04095v1 · doi: 10.48550/arxiv.2502.04095 · pith_short_12: 2RZILX4I3LLI · pith_short_16: 2RZILX4I3LLIXZCA · pith_short_8: 2RZILX4I
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2RZILX4I3LLIXZCA2PWLN6NH3E \
  | 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: d47285df88dad68be440d3ecb6f9a7d93d17bfc6c1183c410c2775140b8d7088
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5ff0c200332c6f22e8ca4e0964f3dfcfb7f587bc178024c876ef18fed3c3d98c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-06T14:12:41Z",
    "title_canon_sha256": "eb6e6b0ee6f729c92281fe5da71d47cb1f3eb41ad6f55004bcb32de3ce8b74c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04095",
    "kind": "arxiv",
    "version": 1
  }
}