Pith Number

pith:TCGYOYDJ

pith:2025:TCGYOYDJQQXRWEP62HFNMJVFMH

not attested not anchored not stored refs pending

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks

Guanzi Yao, Heyao Liu, Nyutian Long, Yue Kang, Yuxi Wang

arxiv:2509.04973 v1 · 2025-09-05 · 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{TCGYOYDJQQXRWEP62HFNMJVFMH}

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	2026-07-05T12:05:33.688278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

988d876069842f1b11fed1cad626a561c51a36035d0b1a8c929277df3d318f6a

Aliases

arxiv: 2509.04973 · arxiv_version: 2509.04973v1 · doi: 10.48550/arxiv.2509.04973 · pith_short_12: TCGYOYDJQQXR · pith_short_16: TCGYOYDJQQXRWEP6 · pith_short_8: TCGYOYDJ

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/TCGYOYDJQQXRWEP62HFNMJVFMH \
  | 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: 988d876069842f1b11fed1cad626a561c51a36035d0b1a8c929277df3d318f6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec7fbc9bfd388f7cbca128bcec941e1f8df853c82fd5aa7a3fb63bc619820ea0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-05T09:55:28Z",
    "title_canon_sha256": "b42f5667b922c00f303b7605d0db33f725c2cf84a1fcfb252e00c2af64f1864d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04973",
    "kind": "arxiv",
    "version": 1
  }
}