Pith Number

pith:ZSNXQC2E

pith:2025:ZSNXQC2ETZ4YOBHUSCQHPU367Z

not attested not anchored not stored refs pending

FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models

Chanjun Park, Dahyun Jung, Heuiseok Lim, Hyeonseok Moon, Seungyoon Lee

arxiv:2503.19540 v1 · 2025-03-25 · cs.CL · 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{ZSNXQC2ETZ4YOBHUSCQHPU367Z}

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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

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety

Receipt and verification

First computed	2026-07-05T10:38:56.808487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc9b780b449e798704f490a077d37efe6c82ef22e15dc6f4e3f1776c6425e4a2

Aliases

arxiv: 2503.19540 · arxiv_version: 2503.19540v1 · doi: 10.48550/arxiv.2503.19540 · pith_short_12: ZSNXQC2ETZ4Y · pith_short_16: ZSNXQC2ETZ4YOBHU · pith_short_8: ZSNXQC2E

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/ZSNXQC2ETZ4YOBHUSCQHPU367Z \
  | 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: cc9b780b449e798704f490a077d37efe6c82ef22e15dc6f4e3f1776c6425e4a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4421ec7c05e13fcee0e5538e3fbaf7eed99477fac3c9af313718c58c585a089",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-25T10:48:33Z",
    "title_canon_sha256": "ea0a3a96ace235ff858b200b5f9924a98ca387ebbb95192141e57463bcd7eb9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19540",
    "kind": "arxiv",
    "version": 1
  }
}