Pith Number

pith:Y2ODPKBS

pith:2023:Y2ODPKBS3IAFJHJ3H7DBIBJIET

not attested not anchored not stored refs pending

Skill-Based Few-Shot Selection for In-Context Learning

Bei Chen, Bo Zhou, Jian-Guang Lou, Nanning Zheng, Qiang Fu, Shengnan An, Weizhu Chen, Zeqi Lin

arxiv:2305.14210 v2 · 2023-05-23 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y2ODPKBS3IAFJHJ3H7DBIBJIET}

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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

UCS: Estimating Unseen Coverage for Improved In-Context Learning

Receipt and verification

First computed	2026-07-05T06:59:21.377713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c69c37a832da00549d3b3fc614052824e2b022cf2665b3450c87393c8624f431

Aliases

arxiv: 2305.14210 · arxiv_version: 2305.14210v2 · doi: 10.48550/arxiv.2305.14210 · pith_short_12: Y2ODPKBS3IAF · pith_short_16: Y2ODPKBS3IAFJHJ3 · pith_short_8: Y2ODPKBS

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/Y2ODPKBS3IAFJHJ3H7DBIBJIET \
  | 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: c69c37a832da00549d3b3fc614052824e2b022cf2665b3450c87393c8624f431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56dea5a62621ff815a1466a058c75dab69bc45a0e6b57bb6d72513ef9bf1a473",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T16:28:29Z",
    "title_canon_sha256": "021e7de4377a27871ecfde5b71f51b3de9106a0533845d95355af2a7f6718afb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14210",
    "kind": "arxiv",
    "version": 2
  }
}