Pith Number

pith:K5LH4IHU

pith:2025:K5LH4IHU5FVBDDDF3TJ23PK6YI

not attested not anchored not stored refs pending

Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling

Ewa Deelman, Hongwei Jin, Prachi Jadhav, Prasanna Balaprakash

arxiv:2506.02025 v2 · 2025-05-29 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K5LH4IHU5FVBDDDF3TJ23PK6YI}

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	2026-07-05T12:04:35.455255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57567e20f4e96a118c65dcd3adbd5ec232927c154ca07438421517974024cada

Aliases

arxiv: 2506.02025 · arxiv_version: 2506.02025v2 · doi: 10.48550/arxiv.2506.02025 · pith_short_12: K5LH4IHU5FVB · pith_short_16: K5LH4IHU5FVBDDDF · pith_short_8: K5LH4IHU

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/K5LH4IHU5FVBDDDF3TJ23PK6YI \
  | 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: 57567e20f4e96a118c65dcd3adbd5ec232927c154ca07438421517974024cada

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "387b064c0f05cbdfb5451e4c9735605b25b360781a089d933ffb85386186490f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-29T14:25:29Z",
    "title_canon_sha256": "bbf108540cb28164d011202aee209d06053f888904307620aaa4325168c53081"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02025",
    "kind": "arxiv",
    "version": 2
  }
}