Pith Number

pith:ZTFCOOCZ

pith:2025:ZTFCOOCZZSESFCNDW2EESZXG3S

not attested not anchored not stored refs pending

Quality Assurance for LLM-RAG Systems: Empirical Insights from Tourism Application Testing

Bestoun S. Ahmed, Firas Bayram, Ludwig Otto Baader, Peter Magnusson, Siri Jagstedt

arxiv:2502.05782 v1 · 2025-02-09 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZTFCOOCZZSESFCNDW2EESZXG3S}

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.

Cited by

1 paper in Pith

The Paradox of Stochasticity: Limited Creativity and Computational Decoupling in Temperature-Varied LLM Outputs of Structured Fictional Data

Receipt and verification

First computed	2026-07-05T10:11:43.250368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccca273859cc892289a3b6884966e6dca5bde063d752c3e733c277401c8a4f1a

Aliases

arxiv: 2502.05782 · arxiv_version: 2502.05782v1 · doi: 10.48550/arxiv.2502.05782 · pith_short_12: ZTFCOOCZZSES · pith_short_16: ZTFCOOCZZSESFCND · pith_short_8: ZTFCOOCZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZTFCOOCZZSESFCNDW2EESZXG3S \
  | 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: ccca273859cc892289a3b6884966e6dca5bde063d752c3e733c277401c8a4f1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2f6a7cdc81c1b805e30342caed8f9e0bb167f874a8837e13bc47e5b4ece9b75",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-09T05:53:03Z",
    "title_canon_sha256": "bf11d5d421d47d112b242c15c049e808bb0977b5e89dcbf29cbd66cdd18b7ced"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05782",
    "kind": "arxiv",
    "version": 1
  }
}