Pith Number

pith:GOBKAV42

pith:2023:GOBKAV42AXOE3Z6PKIQHZGUFB6

not attested not anchored not stored refs pending

Large Language Model Routing with Benchmark Datasets

Anthony Ou, Justin Solomon, Kate Soule, Mikhail Yurochkin, M\'irian Silva, Neil Thompson, Tal Shnitzer, Yuekai Sun

arxiv:2309.15789 v1 · 2023-09-27 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{GOBKAV42AXOE3Z6PKIQHZGUFB6}

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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

19 papers in Pith

Synthetic Consumer Insight Generation with Large Language Models

Selective Ensemble Based on Preference-Directed Multi-Objective Bandits

Token-Operations-Oriented Inference Optimization Techniques for Large Models

Select to Think: Unlocking SLM Potential with Local Sufficiency

Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching

Receipt and verification

First computed	2026-07-05T06:54:57.560500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3382a0579a05dc4de7cf52207c9a850fb8f471b3e80a106b8820a5206f247c78

Aliases

arxiv: 2309.15789 · arxiv_version: 2309.15789v1 · doi: 10.48550/arxiv.2309.15789 · pith_short_12: GOBKAV42AXOE · pith_short_16: GOBKAV42AXOE3Z6P · pith_short_8: GOBKAV42

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/GOBKAV42AXOE3Z6PKIQHZGUFB6 \
  | 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: 3382a0579a05dc4de7cf52207c9a850fb8f471b3e80a106b8820a5206f247c78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60b758ff3f08af7a86d94f1997462f6a4316ee82214e0cbd4d1e26b4d5058df6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-27T17:08:40Z",
    "title_canon_sha256": "4e82ddfd7264a2f80dadc78c32e3985009930723d1f3bd21a9659edd84557262"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15789",
    "kind": "arxiv",
    "version": 1
  }
}