Pith Number

pith:GOPDTI5E

pith:2023:GOPDTI5EFEX36VISKCPEZJCSN2

not attested not anchored not stored refs pending

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation

Bingbing Jiang, Jibin Wu, Kay Chen Tan, Xingyu Wu, Yan Zhong

arxiv:2311.13184 v3 · 2023-11-22 · cs.LG · 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{GOPDTI5EFEX36VISKCPEZJCSN2}

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

Meta-Black-Box Optimization with Ensemble Surrogate Modeling for Robustness-Accuracy Trade-off within SAEA

Relation Reasoning with LLMs in Expensive Optimization

Receipt and verification

First computed	2026-07-05T08:19:38.550768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

339e39a3a4292fbf5512509e4ca4526e971de48d103c75bba861e36cd39a9813

Aliases

arxiv: 2311.13184 · arxiv_version: 2311.13184v3 · doi: 10.48550/arxiv.2311.13184 · pith_short_12: GOPDTI5EFEX3 · pith_short_16: GOPDTI5EFEX36VIS · pith_short_8: GOPDTI5E

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/GOPDTI5EFEX36VISKCPEZJCSN2 \
  | 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: 339e39a3a4292fbf5512509e4ca4526e971de48d103c75bba861e36cd39a9813

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0cf8070aab330c8b8361d137be109846b0e0ac339eb515d27ecb91d612be8b9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-22T06:23:18Z",
    "title_canon_sha256": "7541b1eeaf5ec765de22d789db8ae8ed00e67bf1ea7f68cd797dfbc81224898d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13184",
    "kind": "arxiv",
    "version": 3
  }
}