Pith Number

pith:6A5XJ4WB

pith:2026:6A5XJ4WBMYFW3D2BHLCN57SYDM

not attested not anchored not stored refs pending

Can Large Language Models Generate Observability-Aware Code?

Hongyu Zhang, Jue Zhang, Liqun Li, Minghua Ma, Pengfei Gao, Qingwei Lin, Saravan Rajmohan, Si Qin, Yongliang Tao, Yu Kang, Zhiyu Fan

arxiv:2607.05785 v1 · 2026-07-07 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6A5XJ4WBMYFW3D2BHLCN57SYDM}

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	2026-07-08T01:18:45.636304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f

Aliases

arxiv: 2607.05785 · arxiv_version: 2607.05785v1 · doi: 10.48550/arxiv.2607.05785 · pith_short_12: 6A5XJ4WBMYFW · pith_short_16: 6A5XJ4WBMYFW3D2B · pith_short_8: 6A5XJ4WB

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/6A5XJ4WBMYFW3D2BHLCN57SYDM \
  | 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: f03b74f2c1660b6d8f413ac4defe581b188c6984916579a6f91a10bb04cafd1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20454691ceef3bec773eadb9133fcb78d1ce94340dda85bf8203a185d5598b72",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-07T03:20:52Z",
    "title_canon_sha256": "a3a908e7647eb2381ece14df40cb03b1388b028bf67a73e9680d3a776d631acd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05785",
    "kind": "arxiv",
    "version": 1
  }
}