Pith Number

pith:KCH74TUY

pith:2023:KCH74TUYM5LB3QBKBFJY4DES6A

not attested not anchored not stored refs pending

Automatic Model Selection with Large Language Models for Reasoning

James Xu Zhao, Junxian He, Kenji Kawaguchi, Michael Qizhe Xie, Yuxi Xie

arxiv:2305.14333 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{KCH74TUYM5LB3QBKBFJY4DES6A}

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

1 paper in Pith

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Receipt and verification

First computed	2026-07-05T07:03:59.055465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

508ffe4e9867561dc02a09538e0c92f01d3216760ac64d5351caac8130edc018

Aliases

arxiv: 2305.14333 · arxiv_version: 2305.14333v2 · doi: 10.48550/arxiv.2305.14333 · pith_short_12: KCH74TUYM5LB · pith_short_16: KCH74TUYM5LB3QBK · pith_short_8: KCH74TUY

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/KCH74TUYM5LB3QBKBFJY4DES6A \
  | 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: 508ffe4e9867561dc02a09538e0c92f01d3216760ac64d5351caac8130edc018

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f9e0c57481d3c15c5898efc20827a866d8c572c4bebd60be41c2056fa450f44",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T17:57:59Z",
    "title_canon_sha256": "c4277157804aed473c0cdbf8feb4d315e59dcc1784384ed410c839fc6af1d91e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14333",
    "kind": "arxiv",
    "version": 2
  }
}