Pith Number

pith:AG6YLJ5U

pith:2021:AG6YLJ5UDSZC2XBIQT2EZUNZFO

not attested not anchored not stored refs pending

Counterfactual Explanations for Machine Learning: Challenges Revisited

John Dickerson, Keegan Hines, Sahil Verma

arxiv:2106.07756 v1 · 2021-06-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AG6YLJ5UDSZC2XBIQT2EZUNZFO}

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

ExECG: An Explainable AI Framework for ECG models

Receipt and verification

First computed	2026-07-05T02:49:33.471946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01bd85a7b41cb22d5c2884f44cd1b92b8e26d2236231c36b3739897ff78c3c9b

Aliases

arxiv: 2106.07756 · arxiv_version: 2106.07756v1 · doi: 10.48550/arxiv.2106.07756 · pith_short_12: AG6YLJ5UDSZC · pith_short_16: AG6YLJ5UDSZC2XBI · pith_short_8: AG6YLJ5U

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/AG6YLJ5UDSZC2XBIQT2EZUNZFO \
  | 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: 01bd85a7b41cb22d5c2884f44cd1b92b8e26d2236231c36b3739897ff78c3c9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b87cedd2ef5c46766918dd8ebe8798f94bac3cd9a87e38d92032e0994df76682",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-14T20:56:37Z",
    "title_canon_sha256": "ab246998aa2d27eb0dbca31fe725a40e61330c3c1c1b92ddbc3051e04a0a8414"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07756",
    "kind": "arxiv",
    "version": 1
  }
}