Pith Number

pith:G5FDFY23

pith:2025:G5FDFY23RXGEIPYHCPYXQJS4R5

not attested not anchored not stored refs pending

Enhancing Accuracy and Maintainability in Nuclear Plant Data Retrieval: A Function-Calling LLM Approach Over NL-to-SQL

Dave Mercier, Issam Hammad, Mark Randall, Mishca de Costa, Muhammad Anwar

arxiv:2506.08757 v1 · 2025-06-10 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5FDFY23RXGEIPYHCPYXQJS4R5}

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	2026-07-05T11:19:12.856860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

374a32e35b8dcc443f0713f178265c8f4a44738bf72c0a33cb2b111ce1b6129e

Aliases

arxiv: 2506.08757 · arxiv_version: 2506.08757v1 · doi: 10.48550/arxiv.2506.08757 · pith_short_12: G5FDFY23RXGE · pith_short_16: G5FDFY23RXGEIPYH · pith_short_8: G5FDFY23

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/G5FDFY23RXGEIPYHCPYXQJS4R5 \
  | 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: 374a32e35b8dcc443f0713f178265c8f4a44738bf72c0a33cb2b111ce1b6129e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "903c7bc3bb8da7f35a903eae6e5f510c46f256ae553eac2994d194169d544b07",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-10T12:55:07Z",
    "title_canon_sha256": "81c4b633718f9d51cb5f16077735b43302c6c08a705a7ea5494bd3e2b3999cfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08757",
    "kind": "arxiv",
    "version": 1
  }
}