Pith Number

pith:3K2S4XM4

pith:2019:3K2S4XM45HP5MG6BRWYWG4AVAF

not attested not anchored not stored refs pending

Neural Network Attributions: A Causal Perspective

Aditya Chattopadhyay, Anirban Sarkar, Piyushi Manupriya, Vineeth N Balasubramanian

arxiv:1902.02302 v4 · 2019-02-06 · cs.LG · 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{3K2S4XM45HP5MG6BRWYWG4AVAF}

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	2026-05-17T23:41:36.619727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dab52e5d9ce9dfd61bc18db163701501775eff928886f150daed7fe2cdf564c4

Aliases

arxiv: 1902.02302 · arxiv_version: 1902.02302v4 · doi: 10.48550/arxiv.1902.02302 · pith_short_12: 3K2S4XM45HP5 · pith_short_16: 3K2S4XM45HP5MG6B · pith_short_8: 3K2S4XM4

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/3K2S4XM45HP5MG6BRWYWG4AVAF \
  | 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: dab52e5d9ce9dfd61bc18db163701501775eff928886f150daed7fe2cdf564c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03240c7267bbc024ef5a8357a3b8beec0c829570705aee3d814b7c4b53b9b10d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-06T17:53:07Z",
    "title_canon_sha256": "b474ea129b78f5b91f00b18dab19d18fc08edde9883b8294eea70580c4082848"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.02302",
    "kind": "arxiv",
    "version": 4
  }
}