Pith Number

pith:KCWBYPZB

pith:2023:KCWBYPZBYJUGCOSTVDPB4JL5FY

not attested not anchored not stored refs pending

Rethinking Benchmark and Contamination for Language Models with Rephrased Samples

Ion Stoica, Joseph E. Gonzalez, Lianmin Zheng, Shuo Yang, Wei-Lin Chiang

arxiv:2311.04850 v2 · 2023-11-08 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{KCWBYPZBYJUGCOSTVDPB4JL5FY}

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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

30 papers in Pith

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GSM-SEM: Benchmark and Framework for Generating Semantically Variant Augmentations

Receipt and verification

First computed	2026-07-05T07:11:37.536112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50ac1c3f21c268613a53a8de1e257d2e37cefff2950309b4cf9738514b325c73

Aliases

arxiv: 2311.04850 · arxiv_version: 2311.04850v2 · doi: 10.48550/arxiv.2311.04850 · pith_short_12: KCWBYPZBYJUG · pith_short_16: KCWBYPZBYJUGCOST · pith_short_8: KCWBYPZB

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/KCWBYPZBYJUGCOSTVDPB4JL5FY \
  | 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: 50ac1c3f21c268613a53a8de1e257d2e37cefff2950309b4cf9738514b325c73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3f5f1af840fb19c3bb7f519b42cddd3c8a6f37053e3da5554e9068a6f884987",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-08T17:35:20Z",
    "title_canon_sha256": "8869a3877ed28ad6e93e8c1b70dcae80af2c9f172bf3621186c66bb808d6a83f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.04850",
    "kind": "arxiv",
    "version": 2
  }
}