Pith Number

pith:M2BZMMIC

pith:2025:M2BZMMICM4US45RD7LE76BT5RQ

not attested not anchored not stored refs pending

From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools

Andreas Tolk, Istvan David, John Beverley, Philippe J. Giabbanelli

arxiv:2506.11141 v1 · 2025-06-11 · cs.SE · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M2BZMMICM4US45RD7LE76BT5RQ}

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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

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Receipt and verification

First computed	2026-07-05T11:21:00.225241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

668396310267292e7623fac9ff067d8c35b7d8a0ccc58399b5989434129c0209

Aliases

arxiv: 2506.11141 · arxiv_version: 2506.11141v1 · doi: 10.48550/arxiv.2506.11141 · pith_short_12: M2BZMMICM4US · pith_short_16: M2BZMMICM4US45RD · pith_short_8: M2BZMMIC

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/M2BZMMICM4US45RD7LE76BT5RQ \
  | 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: 668396310267292e7623fac9ff067d8c35b7d8a0ccc58399b5989434129c0209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8545b2b63466d59cde6a1931f4743c25430e1a5c4dfae896e282e44a99d79130",
    "cross_cats_sorted": [
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-11T02:39:08Z",
    "title_canon_sha256": "f3384496bccb2eaa0d7a37285daf52f9f566f559e900f43d5334a10672c33df0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11141",
    "kind": "arxiv",
    "version": 1
  }
}