Pith Number

pith:SOILEVGT

pith:2023:SOILEVGTL5OJ57F7DM7PYKOZEE

not attested not anchored not stored refs pending

AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs

Ali Jannesari, Ali TehraniJamsaz, Hung Phan, Le Chen, Mihai Capot\u{a}, Nesreen K. Ahmed, Quazi Ishtiaque Mahmud, Theodore Willke

arxiv:2310.04047 v3 · 2023-10-06 · 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{SOILEVGTL5OJ57F7DM7PYKOZEE}

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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

1 paper in Pith

Assessing Large Language Models in Comprehending and Verifying Concurrent Programs across Memory Models

Receipt and verification

First computed	2026-07-05T10:16:31.941943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9390b254d35f5c9efcbf1b3efc29d92137fe128072083fb4a0546afe5946ce25

Aliases

arxiv: 2310.04047 · arxiv_version: 2310.04047v3 · doi: 10.48550/arxiv.2310.04047 · pith_short_12: SOILEVGTL5OJ · pith_short_16: SOILEVGTL5OJ57F7 · pith_short_8: SOILEVGT

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/SOILEVGTL5OJ57F7DM7PYKOZEE \
  | 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: 9390b254d35f5c9efcbf1b3efc29d92137fe128072083fb4a0546afe5946ce25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27dcf10748e18902be5f7950142395845f464157052e588759ea171c40e3d0ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-06T06:51:16Z",
    "title_canon_sha256": "42b19c32cf1cce07a316c48faf1735a2e350fe39014140cbcf836d4f374338bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04047",
    "kind": "arxiv",
    "version": 3
  }
}