Pith Number

pith:742PR4AS

pith:2025:742PR4ASCH5YXWE6C4JFBLTEGE

not attested not anchored not stored refs pending

On Distributional Dependent Performance of Classical and Neural Routing Solvers

Daniela Thyssens, Lars Schmidt-Thieme, Tim Dernedde, Wilson Sentanoe

arxiv:2508.02510 v1 · 2025-08-04 · 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{742PR4ASCH5YXWE6C4JFBLTEGE}

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	2026-07-05T11:48:15.349213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff34f8f01211fb8bd89e171250ae643124609869f1fc288e28e4bdcd5e84ffaf

Aliases

arxiv: 2508.02510 · arxiv_version: 2508.02510v1 · doi: 10.48550/arxiv.2508.02510 · pith_short_12: 742PR4ASCH5Y · pith_short_16: 742PR4ASCH5YXWE6 · pith_short_8: 742PR4AS

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/742PR4ASCH5YXWE6C4JFBLTEGE \
  | 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: ff34f8f01211fb8bd89e171250ae643124609869f1fc288e28e4bdcd5e84ffaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f61f83fe4234462a5621bd930a90e8b79cfaec5c1b431ead466d911a3a36626",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T15:17:08Z",
    "title_canon_sha256": "2f5124d96435ad3740eb727c4b129a5221c7fe6fd5c8f633bc7d8943546d2fea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02510",
    "kind": "arxiv",
    "version": 1
  }
}