Pith Number

pith:F727R7KC

pith:2022:F727R7KCYLRN4POAOMV5SXAFAA

not attested not anchored not stored refs pending

What Makes a Good Explanation?: A Harmonized View of Properties of Explanations

Finale Doshi-Velez, Marton Havasi, Varshini Subhash, Weiwei Pan, Zixi Chen

arxiv:2211.05667 v3 · 2022-11-10 · 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{F727R7KCYLRN4POAOMV5SXAFAA}

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

4 papers in Pith

Enabling Global, Human-Centered Explanations for LLMs:From Tokens to Interpretable Code and Test Generation

GESD: Beyond Outcome-Oriented Fairness

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions

Improving Explanations: Applying the Feature Understandability Scale for Cost-Sensitive Feature Selection

Receipt and verification

First computed	2026-07-05T08:43:04.611475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ff5f8fd42c2e2de3dc0732bd95c050037db7905eb329da3625d6f9cbfeb6939

Aliases

arxiv: 2211.05667 · arxiv_version: 2211.05667v3 · doi: 10.48550/arxiv.2211.05667 · pith_short_12: F727R7KCYLRN · pith_short_16: F727R7KCYLRN4POA · pith_short_8: F727R7KC

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/F727R7KCYLRN4POAOMV5SXAFAA \
  | 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: 2ff5f8fd42c2e2de3dc0732bd95c050037db7905eb329da3625d6f9cbfeb6939

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e102721b6c92a3e72b936b869901c2824f63faa40f7dc9bf24b0e0be07d2025",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-10T16:04:28Z",
    "title_canon_sha256": "d52cfa418bd63068f27944b0c9113a1d39c99cd0d2e1b72f02916a6a5526b9e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05667",
    "kind": "arxiv",
    "version": 3
  }
}