Pith Number

pith:ZTZM3BPZ

pith:2020:ZTZM3BPZS5PGWSSNFK4UQ7QQLA

not attested not anchored not stored refs pending

ViCE: Visual Counterfactual Explanations for Machine Learning Models

Enrico Bertini, Jun Yuan, Oscar Gomez, Steffen Holter

arxiv:2003.02428 v1 · 2020-03-05 · cs.HC · cs.AI · 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{ZTZM3BPZS5PGWSSNFK4UQ7QQLA}

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	2026-07-05T00:45:56.357627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccf2cd85f9975e6b4a4d2ab9487e105835cbfe987bd7ab2aba718985759b1a17

Aliases

arxiv: 2003.02428 · arxiv_version: 2003.02428v1 · doi: 10.48550/arxiv.2003.02428 · pith_short_12: ZTZM3BPZS5PG · pith_short_16: ZTZM3BPZS5PGWSSN · pith_short_8: ZTZM3BPZ

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/ZTZM3BPZS5PGWSSNFK4UQ7QQLA \
  | 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: ccf2cd85f9975e6b4a4d2ab9487e105835cbfe987bd7ab2aba718985759b1a17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd99cb0546c592f73c1c842c9f7591352807f9200cb2a4839494463b6c10db99",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2020-03-05T04:43:02Z",
    "title_canon_sha256": "5a2db4e6608aaa61b7fe5244c21feee2f25330b96e6565dd94afcbc79e0c5a9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.02428",
    "kind": "arxiv",
    "version": 1
  }
}