Pith Number

pith:5IILLDKT

pith:2025:5IILLDKTS67GZ6GKHBQIBKXZ45

not attested not anchored not stored refs pending

A New Approach to Backtracking Counterfactual Explanations: A Unified Causal Framework for Efficient Model Interpretability

Ehsan Sharifian, Mohammad Hossein Yassaee, Pouria Fatemi

arxiv:2505.02435 v2 · 2025-05-05 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5IILLDKTS67GZ6GKHBQIBKXZ45}

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	2026-07-05T11:07:24.272654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea10b58d5397be6cf8ca386080aaf9e773966dc55f541dbfa4ddadf9ee3a5e9b

Aliases

arxiv: 2505.02435 · arxiv_version: 2505.02435v2 · doi: 10.48550/arxiv.2505.02435 · pith_short_12: 5IILLDKTS67G · pith_short_16: 5IILLDKTS67GZ6GK · pith_short_8: 5IILLDKT

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/5IILLDKTS67GZ6GKHBQIBKXZ45 \
  | 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: ea10b58d5397be6cf8ca386080aaf9e773966dc55f541dbfa4ddadf9ee3a5e9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a0f58f39d2309bdc8c8c2a275318014769b139c8b88f775c0443d2cdd59b1e6",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-05T08:01:56Z",
    "title_canon_sha256": "de3281adfee795ec86681c4ca4acd13c3290489a30d35c79b258a8c6f738ced5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02435",
    "kind": "arxiv",
    "version": 2
  }
}