Pith Number

pith:JWB2JF35

pith:2025:JWB2JF35S7YXIN57OLHX7RZNBI

not attested not anchored not stored refs pending

Graph Counterfactual Explainable AI via Latent Space Traversal

Aasa Feragen, Andreas Abildtrup Hansen, Anna Calissano, Paraskevas Pegios

arxiv:2501.08850 v1 · 2025-01-15 · cs.LG · cs.AI · 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{JWB2JF35S7YXIN57OLHX7RZNBI}

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	2026-07-05T10:01:27.037264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d83a4977d97f17437bf72cf7fc72d0a336ae866bd6e83a1f500d521ef98b975

Aliases

arxiv: 2501.08850 · arxiv_version: 2501.08850v1 · doi: 10.48550/arxiv.2501.08850 · pith_short_12: JWB2JF35S7YX · pith_short_16: JWB2JF35S7YXIN57 · pith_short_8: JWB2JF35

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/JWB2JF35S7YXIN57OLHX7RZNBI \
  | 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: 4d83a4977d97f17437bf72cf7fc72d0a336ae866bd6e83a1f500d521ef98b975

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7501f8f8d0618ac8acba5b7d3858dbf5cfb5936883602fa5374bc95410ad466",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-15T15:04:10Z",
    "title_canon_sha256": "0a93403246f226493c86970437ac5edfbfcb7aafb993956f29f1df5c8e3cf025"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08850",
    "kind": "arxiv",
    "version": 1
  }
}