Pith Number

pith:MIDOXWEP

pith:2025:MIDOXWEP6WRHRQN3CEEZ3RLUSJ

not attested not anchored not stored refs pending

No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets

Bastian Rieck, Corinna Coupette, Emily Simons, Jeremy Wayland

arxiv:2502.02379 v3 · 2025-02-04 · cs.LG · cs.SI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MIDOXWEP6WRHRQN3CEEZ3RLUSJ}

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	2026-07-05T11:56:17.411485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6206ebd88ff5a278c1bb11099dc5749251600124390710f74e13de519641bc74

Aliases

arxiv: 2502.02379 · arxiv_version: 2502.02379v3 · doi: 10.48550/arxiv.2502.02379 · pith_short_12: MIDOXWEP6WRH · pith_short_16: MIDOXWEP6WRHRQN3 · pith_short_8: MIDOXWEP

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/MIDOXWEP6WRHRQN3CEEZ3RLUSJ \
  | 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: 6206ebd88ff5a278c1bb11099dc5749251600124390710f74e13de519641bc74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1be2f38aa8ccfc7a5f898d06bb996c2770f6f11952ac66437bf2be48d9a7acc",
    "cross_cats_sorted": [
      "cs.SI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-04T14:59:03Z",
    "title_canon_sha256": "13415a89648a6dc4726b7aaeb32bbe5172c22a1556230e9c10c3f592cd168e68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02379",
    "kind": "arxiv",
    "version": 3
  }
}