Pith Number

pith:YI3KR57X

pith:2026:YI3KR57XIT6575WECJGQBG7LEV

not attested not anchored not stored refs pending

DISCOVER: A Solver for Distributional Counterfactual Explanations

Bo Zhao, Lei Lei, Lei You, Lele Cao, Yikai Gu

arxiv:2603.16436 v2 · 2026-03-17 · 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{YI3KR57XIT6575WECJGQBG7LEV}

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	2026-07-01T01:17:49.182396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c236a8f7f744fddff6c4124d009beb257492fb8e01d36acdf636d169e7bc79b1

Aliases

arxiv: 2603.16436 · arxiv_version: 2603.16436v2 · doi: 10.48550/arxiv.2603.16436 · pith_short_12: YI3KR57XIT65 · pith_short_16: YI3KR57XIT6575WE · pith_short_8: YI3KR57X

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/YI3KR57XIT6575WECJGQBG7LEV \
  | 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: c236a8f7f744fddff6c4124d009beb257492fb8e01d36acdf636d169e7bc79b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99a147e24f51d58f97f0de7330761d6143892853902f7e03e7e5c22555366c9e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-17T12:18:27Z",
    "title_canon_sha256": "a5f108dd8217d2b68114d6dece0254d2c51c70825f6ec332d2fa442b2b1aa2bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.16436",
    "kind": "arxiv",
    "version": 2
  }
}