Pith Number

pith:23GR6VAQ

pith:2025:23GR6VAQXFYNLUQIFC7MC2BWMN

not attested not anchored not stored refs pending

Evaluating Large Language Models for Real-World Engineering Tasks

Alexander Diedrich, Alexander Windmann, Oliver Niggemann, Philipp Rosenthal, Rene Heesch, Sebastian Eilermann

arxiv:2505.13484 v1 · 2025-05-12 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{23GR6VAQXFYNLUQIFC7MC2BWMN}

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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

2 papers in Pith

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

Receipt and verification

First computed	2026-07-05T11:05:46.535797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6cd1f5410b970d5d20828bec16836635be3d4b2c99698c12f2b056278e164ca

Aliases

arxiv: 2505.13484 · arxiv_version: 2505.13484v1 · doi: 10.48550/arxiv.2505.13484 · pith_short_12: 23GR6VAQXFYN · pith_short_16: 23GR6VAQXFYNLUQI · pith_short_8: 23GR6VAQ

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/23GR6VAQXFYNLUQIFC7MC2BWMN \
  | 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: d6cd1f5410b970d5d20828bec16836635be3d4b2c99698c12f2b056278e164ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8e9fb04bbcb6198056ee82903f67456ac486cfa615c16415bced2214d538929",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-12T14:05:23Z",
    "title_canon_sha256": "7dee84e9b6682d35d1fe09e5b7a330522b4cbd615a231b62f30da353f4dc4421"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13484",
    "kind": "arxiv",
    "version": 1
  }
}