Pith Number

pith:75BNLTPS

pith:2022:75BNLTPS47LKZATPKCVWYIEMLC

not attested not anchored not stored refs pending

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

Alex Gu, Himabindu Lakkaraju, Satyapriya Krishna, Shahin Jabbari, Steven Wu, Tessa Han

arxiv:2202.01602 v6 · 2022-02-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{75BNLTPS47LKZATPKCVWYIEMLC}

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.

Cited by

7 papers in Pith

LLM Doesn't Know What It Doesn't Know: Detecting Epistemic Blind Spots via Cross-Model Attribution Divergence on Clinical Tabular Data

The Attribution Impossibility: No Feature Ranking Is Faithful, Stable, and Complete Under Collinearity

Explanation Bias is a Product: Revealing the Hidden Lexical and Position Preferences in Post-Hoc Feature Attribution

Persistent and Conversational Multi-Method Explainability for Trustworthy Financial AI

ToxiTrace: Gradient-Aligned Training for Explainable Chinese Toxicity Detection

Receipt and verification

First computed	2026-07-05T10:50:27.953333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff42d5cdf2e7d6ac826f50ab6c208c58b36e1488e745a53d5ac5e4f2438c317f

Aliases

arxiv: 2202.01602 · arxiv_version: 2202.01602v6 · doi: 10.48550/arxiv.2202.01602 · pith_short_12: 75BNLTPS47LK · pith_short_16: 75BNLTPS47LKZATP · pith_short_8: 75BNLTPS

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/75BNLTPS47LKZATPKCVWYIEMLC \
  | 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: ff42d5cdf2e7d6ac826f50ab6c208c58b36e1488e745a53d5ac5e4f2438c317f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7c263366dc6b2551509f907d1bccd68a5840ef0f340fc82eba15259d9f520c6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-03T14:19:23Z",
    "title_canon_sha256": "225ec62f8386f87f75f50dfceac3527ce74799f08e409147da0d8573a99e52be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01602",
    "kind": "arxiv",
    "version": 6
  }
}