Pith Number

pith:GQ6TDGWH

pith:2024:GQ6TDGWHMDEAFRIALIVQO2VUE6

not attested not anchored not stored refs pending

OptLLM: Optimal Assignment of Queries to Large Language Models

Hongyu Zhang, Van-Hoang Le, Yuantian Miao, Yueyue Liu, Zhiqiang Li

arxiv:2405.15130 v1 · 2024-05-24 · cs.SE · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{GQ6TDGWHMDEAFRIALIVQO2VUE6}

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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

2 papers in Pith

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers

KRONE: Scalable LLM-Augmented Log Anomaly Detection via Hierarchical Abstraction

Receipt and verification

First computed	2026-07-05T08:22:45.609190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

343d319ac760c802c5005a2b076ab42791702c77d68d1853609b2c1ba6c99ad3

Aliases

arxiv: 2405.15130 · arxiv_version: 2405.15130v1 · doi: 10.48550/arxiv.2405.15130 · pith_short_12: GQ6TDGWHMDEA · pith_short_16: GQ6TDGWHMDEAFRIA · pith_short_8: GQ6TDGWH

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/GQ6TDGWHMDEAFRIALIVQO2VUE6 \
  | 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: 343d319ac760c802c5005a2b076ab42791702c77d68d1853609b2c1ba6c99ad3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd12f8929d54b695bb0c1645ae6fb53529583d35e0862422984eded83c0caa97",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-05-24T01:05:37Z",
    "title_canon_sha256": "96f58b8db17662bd200f883a6d4780be3deb0fbefa454e68a92842d56b464e41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15130",
    "kind": "arxiv",
    "version": 1
  }
}