Pith Number

pith:W7BDS2BT

pith:2021:W7BDS2BTXIG4R3AA6RKN6E3OQY

not attested not anchored not stored refs pending

Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties

Bogdan Sacaleanu, Lisa Schut, Luca Costabello, Medb Corcoran, Oscar Key, Rory McGrath, Yarin Gal

arxiv:2103.08951 v1 · 2021-03-16 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7BDS2BTXIG4R3AA6RKN6E3OQY}

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	2026-07-05T02:23:33.543661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7c2396833ba0dc8ec00f454df136e8614661690307d06c569be39398d315871

Aliases

arxiv: 2103.08951 · arxiv_version: 2103.08951v1 · doi: 10.48550/arxiv.2103.08951 · pith_short_12: W7BDS2BTXIG4 · pith_short_16: W7BDS2BTXIG4R3AA · pith_short_8: W7BDS2BT

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/W7BDS2BTXIG4R3AA6RKN6E3OQY \
  | 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: b7c2396833ba0dc8ec00f454df136e8614661690307d06c569be39398d315871

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23d82df408079bd72bfd065a0b89716a8c3f4a4c3f423655e8bdfdc7b9fd5c76",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-16T10:20:24Z",
    "title_canon_sha256": "8ff554564613cacea5ac80e7fde56ddd0a910c449e95a00c776178987518af32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.08951",
    "kind": "arxiv",
    "version": 1
  }
}