Pith Number

pith:72AQGC4I

pith:2025:72AQGC4IBDFWD3G423U5JNHL7R

not attested not anchored not stored refs pending

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification

Bracha Shapira, Lior Rokach, Nurit Cohen-Inger, Seffi Cohen

arxiv:2501.08155 v1 · 2025-01-14 · 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{72AQGC4IBDFWD3G423U5JNHL7R}

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	2026-07-05T10:00:56.770322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe81030b8808cb61ecdcd6e9d4b4ebfc73cc0c8c8e92bb9318870631e7b76971

Aliases

arxiv: 2501.08155 · arxiv_version: 2501.08155v1 · doi: 10.48550/arxiv.2501.08155 · pith_short_12: 72AQGC4IBDFW · pith_short_16: 72AQGC4IBDFWD3G4 · pith_short_8: 72AQGC4I

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/72AQGC4IBDFWD3G423U5JNHL7R \
  | 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: fe81030b8808cb61ecdcd6e9d4b4ebfc73cc0c8c8e92bb9318870631e7b76971

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93c81621e26c8607fed856b23e844df2b371c72319ffb03a74bc34d727aab38b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-14T14:29:36Z",
    "title_canon_sha256": "ae0c77fcfd95518f11be6ce960f7e075d7b4b0294090eabc3f0a9a472ffa4ada"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08155",
    "kind": "arxiv",
    "version": 1
  }
}