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Pith Number

pith:MVO7J72Q

pith:2023:MVO7J72QXVCGWY3JN4PUFBOWEV
not attested not anchored not stored refs pending

Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation

Debora Nozza, Dirk Hovy, Flor Miriam Plaza-del-Arco

arxiv:2307.12973 v2 · 2023-07-24 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MVO7J72QXVCGWY3JN4PUFBOWEV}

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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

Receipt and verification
First computed 2026-07-05T08:07:57.385895Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

655df4ff50bd446b63696f1f4285d62547a0985e686aa1f76e5f4818f148ee01

Aliases

arxiv: 2307.12973 · arxiv_version: 2307.12973v2 · doi: 10.48550/arxiv.2307.12973 · pith_short_12: MVO7J72QXVCG · pith_short_16: MVO7J72QXVCGWY3J · pith_short_8: MVO7J72Q
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MVO7J72QXVCGWY3JN4PUFBOWEV \
  | 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: 655df4ff50bd446b63696f1f4285d62547a0985e686aa1f76e5f4818f148ee01
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "522407e52dfcbfd60245c8297e515c4eae657f91f8d7faa469154e096ea1e636",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-24T17:49:31Z",
    "title_canon_sha256": "39bd16e2c8e4ea2b173ac4e9a5457ae258f8c4cfa0055c4d2e6187bebf7c41cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12973",
    "kind": "arxiv",
    "version": 2
  }
}