Pith Number

pith:IAWAEYIR

pith:2023:IAWAEYIRZSM6O24YKSW24ZURMN

not attested not anchored not stored refs pending

Simple Steps to Success: A Method for Step-Based Counterfactual Explanations

Jake Valladares, Jenny Hamer, Nicholas Perello, Vignesh Viswanathan, Yair Zick

arxiv:2306.15557 v3 · 2023-06-27 · 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{IAWAEYIRZSM6O24YKSW24ZURMN}

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	2026-07-05T09:34:32.974186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

402c026111cc99e76b9854adae6691637bf3bbad27e51eb973512a9707a9ab29

Aliases

arxiv: 2306.15557 · arxiv_version: 2306.15557v3 · doi: 10.48550/arxiv.2306.15557 · pith_short_12: IAWAEYIRZSM6 · pith_short_16: IAWAEYIRZSM6O24Y · pith_short_8: IAWAEYIR

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/IAWAEYIRZSM6O24YKSW24ZURMN \
  | 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: 402c026111cc99e76b9854adae6691637bf3bbad27e51eb973512a9707a9ab29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd77c399bc169905dfbf168ed8a53e4566c7fa38c0295206763effbbd6e5eb96",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-27T15:35:22Z",
    "title_canon_sha256": "acd6edd71a53f093890904d403a5d34b53fb63d3c4bb22745dd72c21edf01d54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15557",
    "kind": "arxiv",
    "version": 3
  }
}