Pith Number

pith:YF6NVIW7

pith:2024:YF6NVIW7NTI7B5XP7Q6HHV27VU

not attested not anchored not stored refs pending

Counterfactual Explanations for Clustering Models

Aurora Spagnol, Kacper Sokol, Marc Langheinrich, Martin Gjoreski, Pietro Barbiero

arxiv:2409.12632 v1 · 2024-09-19 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YF6NVIW7NTI7B5XP7Q6HHV27VU}

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.

Cited by

1 paper in Pith

ExDBSCAN: Explaining DBSCAN with Counterfactual Reasoning -- Additional Material

Receipt and verification

First computed	2026-07-05T09:09:10.011090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c17cdaa2df6cd1f0f6effc3c73d75fad22899aeb6f74071266d6d0c4d9bfb603

Aliases

arxiv: 2409.12632 · arxiv_version: 2409.12632v1 · doi: 10.48550/arxiv.2409.12632 · pith_short_12: YF6NVIW7NTI7 · pith_short_16: YF6NVIW7NTI7B5XP · pith_short_8: YF6NVIW7

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/YF6NVIW7NTI7B5XP7Q6HHV27VU \
  | 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: c17cdaa2df6cd1f0f6effc3c73d75fad22899aeb6f74071266d6d0c4d9bfb603

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40627f2866d348f8d6c2ec8443f297e26ef8947350e4b3a99cd7be29b2988841",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-19T10:05:58Z",
    "title_canon_sha256": "d3b268d71865315b4157d4501296bfab4ff4e9a779f9eafbccf7fa4c4af365aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12632",
    "kind": "arxiv",
    "version": 1
  }
}