Pith Number

pith:WL2M7WSP

pith:2024:WL2M7WSPTTN2D25XAH67ET43PX

not attested not anchored not stored refs pending

GRLinQ: An Intelligent Spectrum Sharing Mechanism for Device-to-Device Communications with Graph Reinforcement Learning

Chung-Shou Liao, Le Liang, Shi Jin, Xinping Yi, Zhiwei Shan

arxiv:2408.09394 v1 · 2024-08-18 · cs.NI · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WL2M7WSPTTN2D25XAH67ET43PX}

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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.

Receipt and verification

First computed	2026-07-05T08:56:49.110530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2f4cfda4f9cdba1ebb701fdf24f9b7dc5fc7996ac9c763664368c9ec3bdfb3c

Aliases

arxiv: 2408.09394 · arxiv_version: 2408.09394v1 · doi: 10.48550/arxiv.2408.09394 · pith_short_12: WL2M7WSPTTN2 · pith_short_16: WL2M7WSPTTN2D25X · pith_short_8: WL2M7WSP

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/WL2M7WSPTTN2D25XAH67ET43PX \
  | 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: b2f4cfda4f9cdba1ebb701fdf24f9b7dc5fc7996ac9c763664368c9ec3bdfb3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b471ca3cb1c973b02a9d73a63433660e58ddd219ff7a998b6c09a862fee30e4",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-08-18T07:39:01Z",
    "title_canon_sha256": "b46a0f966339ce685bcfe00cfba500f8f091b15ef4ab8ea5c0ea85d7a9bee5b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09394",
    "kind": "arxiv",
    "version": 1
  }
}