Pith Number

pith:JA4B4E3G

pith:2026:JA4B4E3GFEEGZQHJ2SOPGXJLTW

not attested not anchored not stored refs pending

An Empirical Study of Security Calibration in Large Language Models for Code

Joanna C. S. Santos, Md. Nafiu Rahman, Mohammed Latif Siddiq

arxiv:2606.31159 v1 · 2026-06-30 · cs.SE · cs.CR · 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{JA4B4E3GFEEGZQHJ2SOPGXJLTW}

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	2026-07-01T01:17:30.843192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48381e136629086cc0e9d49cf35d2b9da8ca900a64ed612aa4ff5b820ede5777

Aliases

arxiv: 2606.31159 · arxiv_version: 2606.31159v1 · doi: 10.48550/arxiv.2606.31159 · pith_short_12: JA4B4E3GFEEG · pith_short_16: JA4B4E3GFEEGZQHJ · pith_short_8: JA4B4E3G

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/JA4B4E3GFEEGZQHJ2SOPGXJLTW \
  | 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: 48381e136629086cc0e9d49cf35d2b9da8ca900a64ed612aa4ff5b820ede5777

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0a726561b6c31eff9241b74b8a09c48323dbd27af353df8db774989092f5086",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-30T05:37:39Z",
    "title_canon_sha256": "63ed974b35ed9cb1f72bf2733a5958affa5901367af64729991f8d26b695001c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31159",
    "kind": "arxiv",
    "version": 1
  }
}