Pith Number

pith:H25NJFBP

pith:2026:H25NJFBPVPZLWJGETG3J3YM4EA

not attested not anchored not stored refs pending

Effectiveness of LLM-based Software Diversity for Reliability Improvement -- an Empirical Study

Gabriel Almeida, Ilir Gashi, Jo\~ao R. Campos, Vladimir Stankovic

arxiv:2607.03174 v1 · 2026-07-03 · cs.SE · 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{H25NJFBPVPZLWJGETG3J3YM4EA}

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	2026-07-07T01:16:45.612501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ebad4942fabf2bb24c499b69de19c2015db69576a6a263f0068af2641290669

Aliases

arxiv: 2607.03174 · arxiv_version: 2607.03174v1 · doi: 10.48550/arxiv.2607.03174 · pith_short_12: H25NJFBPVPZL · pith_short_16: H25NJFBPVPZLWJGE · pith_short_8: H25NJFBP

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/H25NJFBPVPZLWJGETG3J3YM4EA \
  | 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: 3ebad4942fabf2bb24c499b69de19c2015db69576a6a263f0068af2641290669

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2b86900cf96daae07379faa2ec17a2d66aa49773e322346e984febe86493aea",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-03T10:13:59Z",
    "title_canon_sha256": "0043da82e7c48875b1f9af365e59c7432dac5eb7f7cd3bf288a3c1f6e1297caa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03174",
    "kind": "arxiv",
    "version": 1
  }
}