Pith Number

pith:ML6D5IHQ

pith:2025:ML6D5IHQRYDUYBCE5LWTV6235U

not attested not anchored not stored refs pending

Risk Assessment Framework for Code LLMs via Leveraging Internal States

Keizaburo Nishikino, Lei Ma, Takumi Akazaki, Yuheng Huang

arxiv:2504.14640 v1 · 2025-04-20 · cs.SE · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ML6D5IHQRYDUYBCE5LWTV6235U}

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	2026-07-05T10:51:48.039159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62fc3ea0f08e074c0444eaed3afb5bed0036c93fcad57d2e8523fa0276a94d61

Aliases

arxiv: 2504.14640 · arxiv_version: 2504.14640v1 · doi: 10.48550/arxiv.2504.14640 · pith_short_12: ML6D5IHQRYDU · pith_short_16: ML6D5IHQRYDUYBCE · pith_short_8: ML6D5IHQ

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/ML6D5IHQRYDUYBCE5LWTV6235U \
  | 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: 62fc3ea0f08e074c0444eaed3afb5bed0036c93fcad57d2e8523fa0276a94d61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e57211f2e5c1b0eb7b59d325f5f97fad822a5aebfabc598a31c7b6d9efabac2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-20T14:44:18Z",
    "title_canon_sha256": "741305973d046b12c343c3771d4913cd0d082a3b7d59e43fde1509910cbb617e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14640",
    "kind": "arxiv",
    "version": 1
  }
}