Pith Number

pith:WLVCDTPV

pith:2026:WLVCDTPVN2YBQ7GKJ3ZYALUEWV

not attested not anchored not stored refs pending

LLM-Based Code Documentation Generation and Multi-Judge Evaluation

Ikbel Ghrab, Ines Abdeljaoued-Tej, Ismail Khenissi, Mohamed Dhieb

arxiv:2606.09852 v1 · 2026-05-11 · cs.HC · cs.AI · cs.CL · cs.LG · cs.MA · 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{WLVCDTPVN2YBQ7GKJ3ZYALUEWV}

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	2026-06-10T00:08:28.601009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2ea21cdf56eb0187cca4ef3802e84b55558aee4f020c51855536d6fa13768b0

Aliases

arxiv: 2606.09852 · arxiv_version: 2606.09852v1 · doi: 10.48550/arxiv.2606.09852 · pith_short_12: WLVCDTPVN2YB · pith_short_16: WLVCDTPVN2YBQ7GK · pith_short_8: WLVCDTPV

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/WLVCDTPVN2YBQ7GKJ3ZYALUEWV \
  | 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: b2ea21cdf56eb0187cca4ef3802e84b55558aee4f020c51855536d6fa13768b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf176c2d74ff98422f55105a5facc92c6a7c2970ae8211d0f7eff2262f415831",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "cs.MA",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-05-11T11:17:58Z",
    "title_canon_sha256": "d4a89c41d3f4ee1cd970aebfe74a7e8d0df0d3032cc5549c22d717ab7d1a209f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09852",
    "kind": "arxiv",
    "version": 1
  }
}