Pith Number

pith:VKNI5MPG

pith:2026:VKNI5MPGPKE5LVVJBUY5Z75AM2

not attested not anchored not stored refs pending

How Generation Architecture Shapes Code Complexity in Multi-Agent LLM Systems: A Paired Study on HumanEval

Nazmus Ashrafi

arxiv:2606.00308 v1 · 2026-05-29 · cs.SE · cs.AI · 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{VKNI5MPGPKE5LVVJBUY5Z75AM2}

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	2026-06-02T01:03:51.221491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa9a8eb1e67a89d5d6a90d31dcffa0668314055011957f2ac782ab6897a20b56

Aliases

arxiv: 2606.00308 · arxiv_version: 2606.00308v1 · doi: 10.48550/arxiv.2606.00308 · pith_short_12: VKNI5MPGPKE5 · pith_short_16: VKNI5MPGPKE5LVVJ · pith_short_8: VKNI5MPG

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/VKNI5MPGPKE5LVVJBUY5Z75AM2 \
  | 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: aa9a8eb1e67a89d5d6a90d31dcffa0668314055011957f2ac782ab6897a20b56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edfe36982eedd1335d6d1861271bf438b9834bb5d836e2245a6e86081a4bccd8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-29T19:34:15Z",
    "title_canon_sha256": "bcc4ab462946423164241bd43da85ea625dcdab54af58495d71c759429de559f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00308",
    "kind": "arxiv",
    "version": 1
  }
}