Pith Number

pith:LW55B75G

pith:2024:LW55B75GZ4DOIBFMMZVH373D75

not attested not anchored not stored refs pending

Balancing the Scales: Reinforcement Learning for Fair Classification

Antske Fokkens, Leon Eshuijs, Shihan Wang

arxiv:2407.10629 v1 · 2024-07-15 · cs.LG · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LW55B75GZ4DOIBFMMZVH373D75}

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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

1 paper in Pith

Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs

Receipt and verification

First computed	2026-07-05T08:44:02.233751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dbbd0ffa6cf06e404ac666a7dff63ff4c94033bb95dc2fdd776f0951c41daeb

Aliases

arxiv: 2407.10629 · arxiv_version: 2407.10629v1 · doi: 10.48550/arxiv.2407.10629 · pith_short_12: LW55B75GZ4DO · pith_short_16: LW55B75GZ4DOIBFM · pith_short_8: LW55B75G

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/LW55B75GZ4DOIBFMMZVH373D75 \
  | 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: 5dbbd0ffa6cf06e404ac666a7dff63ff4c94033bb95dc2fdd776f0951c41daeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ce8bdef816dd904ae1def2c640515337b7dd145898cc9b3e85ade06b0d11f1e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-15T11:28:16Z",
    "title_canon_sha256": "82b5afa06ca4aca2d4a93251681b453c85712bfe204ed1cf458731f73f46501b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10629",
    "kind": "arxiv",
    "version": 1
  }
}