Pith Number

pith:ENES5S4I

pith:2022:ENES5S4IRMCJMNUT3KBTZ5BYBD

not attested not anchored not stored refs pending

GPS: Genetic Prompt Search for Efficient Few-shot Learning

Haiyu Li, Hanwei Xu, Nan Shao, Yanggang Wang, Yujun Chen, Yulun Du, Zhilin Yang

arxiv:2210.17041 v1 · 2022-10-31 · 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{ENES5S4IRMCJMNUT3KBTZ5BYBD}

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

3 papers in Pith

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems

CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts

Large Language Models as Optimizers

Receipt and verification

First computed	2026-07-05T05:11:54.170886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23492ecb888b04963693da833cf43808df6badd654e5d78997648ff73eae36e3

Aliases

arxiv: 2210.17041 · arxiv_version: 2210.17041v1 · doi: 10.48550/arxiv.2210.17041 · pith_short_12: ENES5S4IRMCJ · pith_short_16: ENES5S4IRMCJMNUT · pith_short_8: ENES5S4I

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/ENES5S4IRMCJMNUT3KBTZ5BYBD \
  | 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: 23492ecb888b04963693da833cf43808df6badd654e5d78997648ff73eae36e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36090a0cb01167743a35166e6ca28ce072893ef892b8346162b8c49b6210ec19",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-31T03:36:21Z",
    "title_canon_sha256": "a7ecbe52efd92c0a6cfd977a50c0bfd3dead36a12c3d78cca25fe66613d7762d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.17041",
    "kind": "arxiv",
    "version": 1
  }
}