Pith. sign in
Pith Number

pith:7RKPCNCX

pith:2025:7RKPCNCXEISI65D3XVC75BJ666
not attested not anchored not stored refs pending

Fairness Dynamics During Training

Barry-John Theobald, Krishna Patel, Luca Zappella, Nicholas Apostoloff, Nivedha Sivakumar

arxiv:2506.01709 v1 · 2025-06-02 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7RKPCNCXEISI65D3XVC75BJ666}

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 2026-07-05T11:14:18.145403Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fc54f1345722248f747bbd45fe853ef7bc9b73bde95d7566c1bdcbb51c255e02

Aliases

arxiv: 2506.01709 · arxiv_version: 2506.01709v1 · doi: 10.48550/arxiv.2506.01709 · pith_short_12: 7RKPCNCXEISI · pith_short_16: 7RKPCNCXEISI65D3 · pith_short_8: 7RKPCNCX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7RKPCNCXEISI65D3XVC75BJ666 \
  | 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: fc54f1345722248f747bbd45fe853ef7bc9b73bde95d7566c1bdcbb51c255e02
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "337a23c6234e5bed3efa72787973e99cc605337fa2afb31e269bed72e71fbe84",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-02T14:15:37Z",
    "title_canon_sha256": "15cd9b92519fa2d717a785ead52cb1f0106793c66ca7dd34b6a1c58f9d2cde83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01709",
    "kind": "arxiv",
    "version": 1
  }
}