Pith Number

pith:DWGAUARP

pith:2021:DWGAUARPYSNK7C7OUDLXCPQMSW

not attested not anchored not stored refs pending

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

Dominik Moritz, Donghao Ren, Fred Hohman, Jochen G\"ortler, Kanit Wongsuphasawat, Kayur Patel, Marc Kirchner, Rahul Nair

arxiv:2110.12536 v2 · 2021-10-24 · cs.HC · cs.AI · 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{DWGAUARPYSNK7C7OUDLXCPQMSW}

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	2026-07-05T03:58:04.536507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d8c0a022fc49aaf8beea0d7713e0c95a1e11db9d9473ee9a74db24041414e86

Aliases

arxiv: 2110.12536 · arxiv_version: 2110.12536v2 · doi: 10.48550/arxiv.2110.12536 · pith_short_12: DWGAUARPYSNK · pith_short_16: DWGAUARPYSNK7C7O · pith_short_8: DWGAUARP

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/DWGAUARPYSNK7C7OUDLXCPQMSW \
  | 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: 1d8c0a022fc49aaf8beea0d7713e0c95a1e11db9d9473ee9a74db24041414e86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd1fad2aac7e0c1afa1b9a953d476095bd6daf8ba1722f5df4e9202da284b9a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2021-10-24T21:55:20Z",
    "title_canon_sha256": "608eedb83ee922bf22889f2a5fa80d77a9061a0dc8c8334e26ac49ddc8704390"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.12536",
    "kind": "arxiv",
    "version": 2
  }
}