Pith Number

pith:L5XUBT7U

pith:2024:L5XUBT7UXKZXWL5VNSGDTQJUZX

not attested not anchored not stored refs pending

Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring

Fredrik Manne, Kenneth Langedal

arxiv:2408.05054 v1 · 2024-08-09 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L5XUBT7UXKZXWL5VNSGDTQJUZX}

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

Nonlocal Monte Carlo via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:53:56.055786Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f6f40cff4bab37b2fb56c8c39c134cdeb7733c356a027b278e34a132623be13

Aliases

arxiv: 2408.05054 · arxiv_version: 2408.05054v1 · doi: 10.48550/arxiv.2408.05054 · pith_short_12: L5XUBT7UXKZX · pith_short_16: L5XUBT7UXKZXWL5V · pith_short_8: L5XUBT7U

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/L5XUBT7UXKZXWL5VNSGDTQJUZX \
  | 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: 5f6f40cff4bab37b2fb56c8c39c134cdeb7733c356a027b278e34a132623be13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af968492ccd40c7fe24b7d4d9d964c9d8d8fa0cafb53ba1bfae98f3944eb0a3d",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-09T13:21:08Z",
    "title_canon_sha256": "deeca42ea9861173087bf47d7803afb87f4d29edc697c0729d9536efb8be7577"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05054",
    "kind": "arxiv",
    "version": 1
  }
}