Pith. sign in
Pith Number

pith:KSLJQKRB

pith:2026:KSLJQKRBPMM2M2KGR65SDPIEAV
not attested not anchored not stored refs pending

CodeAssay: A Multi-Metric Benchmark with Audited Ground Truth for LLM Code Generation

Muhammad Waseem, Pekka Abrahamsson, Shahbaz Siddeeq, Umar Subhan Malhi

arxiv:2608.03535 v1 · 2026-08-04 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KSLJQKRBPMM2M2KGR65SDPIEAV}

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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 2026-08-05T01:36:03.732987Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5496982a217b19a669468fbb21bd04054063b10f5d2e0d5d851278ea8b2aab3e

Aliases

arxiv: 2608.03535 · arxiv_version: 2608.03535v1 · doi: 10.48550/arxiv.2608.03535 · pith_short_12: KSLJQKRBPMM2 · pith_short_16: KSLJQKRBPMM2M2KG · pith_short_8: KSLJQKRB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KSLJQKRBPMM2M2KGR65SDPIEAV \
  | 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: 5496982a217b19a669468fbb21bd04054063b10f5d2e0d5d851278ea8b2aab3e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "341dbcf94def0f7bd9d51837859bf77a456ddd895bf1955e050ebbec5b155e33",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-04T12:15:17Z",
    "title_canon_sha256": "f57aaa85ef00503e7413f1f629f7a8ea6353566378e1229076ef65ca06050a5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03535",
    "kind": "arxiv",
    "version": 1
  }
}