Pith Number

pith:BPHM224I

pith:2021:BPHM224IUNOXAHDWGV33JBLRVL

not attested not anchored not stored refs pending

Counterfactual Explanations for Arbitrary Regression Models

Danial Dervovic, Daniele Magazzeni, Jason Long, Jiahao Chen, Jon Shepard, Thomas Spooner

arxiv:2106.15212 v1 · 2021-06-29 · cs.LG · cs.AI · cs.CC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BPHM224IUNOXAHDWGV33JBLRVL}

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	2026-07-05T02:53:14.828479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bcecd6b88a35d701c763577b48571aacfa56ce99b05dfccc03811ce84d070ec

Aliases

arxiv: 2106.15212 · arxiv_version: 2106.15212v1 · doi: 10.48550/arxiv.2106.15212 · pith_short_12: BPHM224IUNOX · pith_short_16: BPHM224IUNOXAHDW · pith_short_8: BPHM224I

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/BPHM224IUNOXAHDWGV33JBLRVL \
  | 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: 0bcecd6b88a35d701c763577b48571aacfa56ce99b05dfccc03811ce84d070ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4379dc15ba9c0cba92f9221be02c7267c932634e81860fb20bc7f10724f7000b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-29T09:53:53Z",
    "title_canon_sha256": "6a956801216a32013a858a2c37c1061a8d72f014dc953fd98132012e1e0ea5fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15212",
    "kind": "arxiv",
    "version": 1
  }
}