Pith Number

pith:WBLOU7HT

pith:2023:WBLOU7HTZ6KICW5KBO7GYWMWQT

not attested not anchored not stored refs pending

Larger language models do in-context learning differently

Albert Webson, Da Huang, Denny Zhou, Dustin Tran, Hanxiao Liu, Jason Wei, Jerry Wei, Tengyu Ma, Xinyun Chen, Yifeng Lu, Yi Tay

arxiv:2303.03846 v2 · 2023-03-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WBLOU7HTZ6KICW5KBO7GYWMWQT}

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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

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Constitutional On-Policy Safe Distillation

Linguistic Productivity in Large Language Models: Models Coerce, but do not Preempt

Receipt and verification

First computed	2026-07-05T05:49:18.952636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b056ea7cf3cf94815baa0bbe6c599684e5914fe794129121abcaa6a9a269633a

Aliases

arxiv: 2303.03846 · arxiv_version: 2303.03846v2 · doi: 10.48550/arxiv.2303.03846 · pith_short_12: WBLOU7HTZ6KI · pith_short_16: WBLOU7HTZ6KICW5K · pith_short_8: WBLOU7HT

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/WBLOU7HTZ6KICW5KBO7GYWMWQT \
  | 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: b056ea7cf3cf94815baa0bbe6c599684e5914fe794129121abcaa6a9a269633a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ecd1040690f5dd6cc51a3e114a7708931bacb11428e12e6e698cad932430853",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-07T12:24:17Z",
    "title_canon_sha256": "5db8ddacdbfb4f7530cbbda3651790aaf2c58d5b2458dfa644e0f8a1fd6da6b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03846",
    "kind": "arxiv",
    "version": 2
  }
}