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Pith Number

pith:TRTY7OSU

pith:2023:TRTY7OSUZCY2KDVIDJUEHI4E5Q
not attested not anchored not stored refs pending

Beyond Scale: The Diversity Coefficient as a Data Quality Metric for Variability in Natural Language Data

Allison Casasola, Alycia Lee, Brando Miranda, Elyas Obbad, Rylan Schaeffer, Sanmi Koyejo, Sudharsan Sundar

arxiv:2306.13840 v4 · 2023-06-24 · cs.CL · cs.AI · cs.LG · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TRTY7OSUZCY2KDVIDJUEHI4E5Q}

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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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T11:31:00.306437Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9c678fba54c8b1a50ea81a6843a384ec2e8052e4dd40f04f38a399fd7d457511

Aliases

arxiv: 2306.13840 · arxiv_version: 2306.13840v4 · doi: 10.48550/arxiv.2306.13840 · pith_short_12: TRTY7OSUZCY2 · pith_short_16: TRTY7OSUZCY2KDVI · pith_short_8: TRTY7OSU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TRTY7OSUZCY2KDVIDJUEHI4E5Q \
  | 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: 9c678fba54c8b1a50ea81a6843a384ec2e8052e4dd40f04f38a399fd7d457511
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "51c052b3bd2c0404e1bb88623d5bebe071830e7b8d8feb65b6bdccf3eb41949c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-24T02:25:56Z",
    "title_canon_sha256": "bbc9e5c34fe77a1ab9d2ae736abf8077b891814a065368c4867a0654294560cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13840",
    "kind": "arxiv",
    "version": 4
  }
}