Pith Number

pith:G2YVBYRH

pith:2020:G2YVBYRHFGD6SE2CZPBWAWQKUU

not attested not anchored not stored refs pending

Biased Models Have Biased Explanations

Aditya Jain, Joydeep Ghosh, Manish Ravula

arxiv:2012.10986 v1 · 2020-12-20 · 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{G2YVBYRHFGD6SE2CZPBWAWQKUU}

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

2 papers in Pith

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

Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AI

Receipt and verification

First computed	2026-07-05T02:00:57.363721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b150e2272987e91342cbc3605a0aa50b67c717f9d84c6c9632c7ff50c339b1

Aliases

arxiv: 2012.10986 · arxiv_version: 2012.10986v1 · doi: 10.48550/arxiv.2012.10986 · pith_short_12: G2YVBYRHFGD6 · pith_short_16: G2YVBYRHFGD6SE2C · pith_short_8: G2YVBYRH

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/G2YVBYRHFGD6SE2CZPBWAWQKUU \
  | 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: 36b150e2272987e91342cbc3605a0aa50b67c717f9d84c6c9632c7ff50c339b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4034175ee6619991b752b0e100e8f75b8f24c00880d12b8187736b8dfa20fea",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-20T18:09:45Z",
    "title_canon_sha256": "8c7a98aaa61a1b33e7b01edf60411883d08b47bd2b4057b3dfc1275fc146b3b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.10986",
    "kind": "arxiv",
    "version": 1
  }
}