Pith Number

pith:YKXUFMEW

pith:2024:YKXUFMEWJXR2WWORH6DR2V6DN2

not attested not anchored not stored refs pending

Graph as a feature: improving node classification with non-neural graph-aware logistic regression

Simon Delarue, Thomas Bonald, Tiphaine Viard

arxiv:2411.12330 v1 · 2024-11-19 · 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{YKXUFMEWJXR2WWORH6DR2V6DN2}

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	2026-07-05T09:37:19.681203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2af42b0964de3ab59d13f871d57c36ea4f27a2cc9574bd7cd0716039b51c475

Aliases

arxiv: 2411.12330 · arxiv_version: 2411.12330v1 · doi: 10.48550/arxiv.2411.12330 · pith_short_12: YKXUFMEWJXR2 · pith_short_16: YKXUFMEWJXR2WWOR · pith_short_8: YKXUFMEW

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/YKXUFMEWJXR2WWORH6DR2V6DN2 \
  | 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: c2af42b0964de3ab59d13f871d57c36ea4f27a2cc9574bd7cd0716039b51c475

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a92213326553a94c783cf20774d52f5134ba8122eec677cd747220eea5f50a2e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-19T08:32:14Z",
    "title_canon_sha256": "854d09057ad69be9f76d5e04fa0a03b4be13eabb4c518abda9b399f2d9faad04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12330",
    "kind": "arxiv",
    "version": 1
  }
}