Pith Number

pith:6CEXI57V

pith:2025:6CEXI57VNV2ICISFDHHVGMZHNL

not attested not anchored not stored refs pending

LLM Evaluation Based on Aerospace Manufacturing Expertise: Automated Generation and Multi-Model Question Answering

Beiming Liu, Haifeng Lin, Siteng Hu, Xiaohua Li, Zhengxin Zhang, Zhizhuo Cui

arxiv:2501.17183 v2 · 2025-01-25 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6CEXI57VNV2ICISFDHHVGMZHNL}

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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

CAMB: A comprehensive industrial LLM benchmark on civil aviation maintenance

Receipt and verification

First computed	2026-07-05T10:08:28.869440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0897477f56d7481224519cf5333276ad487cc5e606cfc0522218fc7d15b9bbb

Aliases

arxiv: 2501.17183 · arxiv_version: 2501.17183v2 · doi: 10.48550/arxiv.2501.17183 · pith_short_12: 6CEXI57VNV2I · pith_short_16: 6CEXI57VNV2ICISF · pith_short_8: 6CEXI57V

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/6CEXI57VNV2ICISFDHHVGMZHNL \
  | 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: f0897477f56d7481224519cf5333276ad487cc5e606cfc0522218fc7d15b9bbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0af8f73871ab1af39b97d54905e7108b7e62f7494db9865082dfb8ab9bc0a0d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-25T12:26:44Z",
    "title_canon_sha256": "8052b07659e5e143bd4fc97089c37414ab9868037cb2c6a8561239620df865ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17183",
    "kind": "arxiv",
    "version": 2
  }
}