Pith Number

pith:W6V6376T

pith:2023:W6V6376T3EJNDV4FXFVS6IZOOO

not attested not anchored not stored refs pending

Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost

Amit Sharma, Parikshit Bansal

arxiv:2306.15766 v1 · 2023-06-27 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W6V6376T3EJNDV4FXFVS6IZOOO}

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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

Occupational Prompting Reveals Cultural Bias in Large Language Models

Labeling Training Data for Entity Matching Using Large Language Models

Receipt and verification

First computed	2026-07-05T06:25:44.181996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7abedffd3d912d1d785b96b2f232e73a43e0efd6041028f94260ea32d704fd8

Aliases

arxiv: 2306.15766 · arxiv_version: 2306.15766v1 · doi: 10.48550/arxiv.2306.15766 · pith_short_12: W6V6376T3EJN · pith_short_16: W6V6376T3EJNDV4F · pith_short_8: W6V6376T

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/W6V6376T3EJNDV4FXFVS6IZOOO \
  | 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: b7abedffd3d912d1d785b96b2f232e73a43e0efd6041028f94260ea32d704fd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d4dbdbaa97517f3990fdf4474680714a0aaed94b89e8edff193a54ec2d1adbe",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-27T19:29:55Z",
    "title_canon_sha256": "527f93bd49d01d7593922b5c237c68c23c4ab1d07afe09c328a40a4c45bad3b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15766",
    "kind": "arxiv",
    "version": 1
  }
}