Pith Number

pith:TYNWPCHV

pith:2023:TYNWPCHVYCPFNWMHZCMKLUXHGO

not attested not anchored not stored refs pending

Coverage-based Example Selection for In-Context Learning

Matt Gardner, Sameer Singh, Shivanshu Gupta

arxiv:2305.14907 v3 · 2023-05-24 · 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{TYNWPCHVYCPFNWMHZCMKLUXHGO}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

GRAIN: Group Aggregation via Min-Norm Objective

UCS: Estimating Unseen Coverage for Improved In-Context Learning

Receipt and verification

First computed	2026-07-05T07:09:48.625393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e1b6788f5c09e56d987c898a5d2e733b2adab798910436d7f35a987a5c9a779

Aliases

arxiv: 2305.14907 · arxiv_version: 2305.14907v3 · doi: 10.48550/arxiv.2305.14907 · pith_short_12: TYNWPCHVYCPF · pith_short_16: TYNWPCHVYCPFNWMH · pith_short_8: TYNWPCHV

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/TYNWPCHVYCPFNWMHZCMKLUXHGO \
  | 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: 9e1b6788f5c09e56d987c898a5d2e733b2adab798910436d7f35a987a5c9a779

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a2245fe22e6876cdcbb299f79bfbd463954336f4a586662323ca7c2da1b7def",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T08:58:28Z",
    "title_canon_sha256": "acfb73c6108b8c2ca9e588e16547053928285d8ae0781a2eea92ddb93c58e238"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14907",
    "kind": "arxiv",
    "version": 3
  }
}