Pith. sign in
Pith Number

pith:CCTYRKXL

pith:2021:CCTYRKXLJWMQPQDDDLJOLWBPEI
not attested not anchored not stored refs pending

A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations

Barry Smyth, Mark T Keane

arxiv:2101.09056 v1 · 2021-01-22 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CCTYRKXLJWMQPQDDDLJOLWBPEI}

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 2026-07-05T02:08:53.483861Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

10a788aaeb4d9907c0631ad2e5d82f2220ef802ce58bf60b210a9be35969027f

Aliases

arxiv: 2101.09056 · arxiv_version: 2101.09056v1 · doi: 10.48550/arxiv.2101.09056 · pith_short_12: CCTYRKXLJWMQ · pith_short_16: CCTYRKXLJWMQPQDD · pith_short_8: CCTYRKXL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CCTYRKXLJWMQPQDDDLJOLWBPEI \
  | 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: 10a788aaeb4d9907c0631ad2e5d82f2220ef802ce58bf60b210a9be35969027f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f55450a7a5cb5582324aa593c337e3fa43f7bb2a05ca363274d1c40830d25c70",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-01-22T11:30:26Z",
    "title_canon_sha256": "fbc2d798158f1161bb482bec9251c129b5ced8217ef7583a28a494c73b442916"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.09056",
    "kind": "arxiv",
    "version": 1
  }
}