Pith Number

pith:ABW3DSUC

pith:2024:ABW3DSUCNZ7M52IGJ25UQBLVX6

not attested not anchored not stored refs pending

SpecEval: Evaluating Code Comprehension in Large Language Models via Program Specifications

Lei Bu, Lezhi Ma, Shangqing Liu, Shangru Li, Yang Liu, Yida Wang

arxiv:2409.12866 v2 · 2024-09-19 · cs.SE

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\usepackage{pith}
\pithnumber{ABW3DSUCNZ7M52IGJ25UQBLVX6}

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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.

Cited by

3 papers in Pith

KBSpec: LLM-driven Formal Specification Generation with Evolving Domain Knowledge Base

Evaluating the Architectural Reasoning Capabilities of LLM Provers via the Obfuscated Natural Number Game

SpecSyn: LLM-based Synthesis and Refinement of Formal Specifications for Real-world Program Verification

Receipt and verification

First computed	2026-07-05T10:37:33.271873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

006db1ca826e7ecee9064ebb480575bf8c096c98c71b2ced0446141c6c079752

Aliases

arxiv: 2409.12866 · arxiv_version: 2409.12866v2 · doi: 10.48550/arxiv.2409.12866 · pith_short_12: ABW3DSUCNZ7M · pith_short_16: ABW3DSUCNZ7M52IG · pith_short_8: ABW3DSUC

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/ABW3DSUCNZ7M52IGJ25UQBLVX6 \
  | 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: 006db1ca826e7ecee9064ebb480575bf8c096c98c71b2ced0446141c6c079752

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38394ab520e1db2d373e672cfe5424809b25c2b34bba75e8cf9890c0c886a364",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-19T16:08:39Z",
    "title_canon_sha256": "d759064671fc786dfe09252139ca7f771522ceaf6f3025f8628a619a367457e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12866",
    "kind": "arxiv",
    "version": 2
  }
}