Pith Number

pith:UMWN3DXP

pith:2025:UMWN3DXP37TWJYLMQBIQUD3VHP

not attested not anchored not stored refs pending

Knowledge-Guided Machine Learning for Stabilizing Near-Shortest Path Routing

Anish Arora, Sen Lin, Yung-Fu Chen

arxiv:2509.06640 v1 · 2025-09-08 · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMWN3DXP37TWJYLMQBIQUD3VHP}

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	2026-07-05T12:06:39.582175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a32cdd8eefdfe764e16c80510a0f753bfaaaa09e9b981e4314c6c8fcf14e7e67

Aliases

arxiv: 2509.06640 · arxiv_version: 2509.06640v1 · doi: 10.48550/arxiv.2509.06640 · pith_short_12: UMWN3DXP37TW · pith_short_16: UMWN3DXP37TWJYLM · pith_short_8: UMWN3DXP

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/UMWN3DXP37TWJYLMQBIQUD3VHP \
  | 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: a32cdd8eefdfe764e16c80510a0f753bfaaaa09e9b981e4314c6c8fcf14e7e67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a13ca82b117cdab6b18c7b4ffb3e8de3e4a792de45a8bf9f530ce81c15fd654b",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-08T12:56:42Z",
    "title_canon_sha256": "a6ddad94141d4ffe8baaf41a4d805135c5bc005325794bf9333238130aaf66cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06640",
    "kind": "arxiv",
    "version": 1
  }
}