Pith Number

pith:GO2CUACF

pith:2025:GO2CUACFPDJZYBBOH5UAAEPR77

not attested not anchored not stored refs pending

Can Large Language Models Predict Parallel Code Performance?

Gal Oren, Giorgis Georgakoudis, Gregory Bolet, Harshitha Menon, Hayden Estes, Kirk W. Cameron, Konstantinos Parasyris, Niranjan Hasabnis

arxiv:2505.03988 v1 · 2025-05-06 · cs.DC · cs.AI · cs.PF

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GO2CUACFPDJZYBBOH5UAAEPR77}

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.

Cited by

1 paper in Pith

SOLAR: AI-Powered Speed-of-Light Performance Analysis

Receipt and verification

First computed	2026-07-05T10:59:34.692133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33b42a004578d39c042e3f680011f1ffe5d53037e56fbf2e9ab06f396b086a76

Aliases

arxiv: 2505.03988 · arxiv_version: 2505.03988v1 · doi: 10.48550/arxiv.2505.03988 · pith_short_12: GO2CUACFPDJZ · pith_short_16: GO2CUACFPDJZYBBO · pith_short_8: GO2CUACF

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/GO2CUACFPDJZYBBOH5UAAEPR77 \
  | 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: 33b42a004578d39c042e3f680011f1ffe5d53037e56fbf2e9ab06f396b086a76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2c28231cc44cc89f66362bc106dfece42a50bed4a22aa772c8f928536f7b92d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-06T21:41:20Z",
    "title_canon_sha256": "7fe93a1921e13756b9a272dfcc714cb1e0d38a4371a7322e9412042a2c0b99fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03988",
    "kind": "arxiv",
    "version": 1
  }
}