pith. sign in
Pith Number

pith:BU53BNGY

pith:2026:BU53BNGYEC3OBNX35JCENCUR6P
not attested not anchored not stored refs pending

Detecting and Mitigating Bias by Treating Fairness as a Symmetry Operation

Nishit Singh

arxiv:2606.06514 v1 · 2026-06-02 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BU53BNGYEC3OBNX35JCENCUR6P}

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 2026-06-08T00:03:40.266583Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0d3bb0b4d820b6e0b6fbea44468a91f3eb9abbfb7bf72149f23d54a1dc6d4bb8

Aliases

arxiv: 2606.06514 · arxiv_version: 2606.06514v1 · doi: 10.48550/arxiv.2606.06514 · pith_short_12: BU53BNGYEC3O · pith_short_16: BU53BNGYEC3OBNX3 · pith_short_8: BU53BNGY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BU53BNGYEC3OBNX35JCENCUR6P \
  | 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: 0d3bb0b4d820b6e0b6fbea44468a91f3eb9abbfb7bf72149f23d54a1dc6d4bb8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7f8bfbf680475826aaa0f618066e859064f4ee26f1f026d3fd7307711857d19f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-02T09:42:54Z",
    "title_canon_sha256": "b376847bfb6f8920140e478d744204a5e8e813acfdbd59922ad1cc08c6a42769"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06514",
    "kind": "arxiv",
    "version": 1
  }
}