Pith Number

pith:64LSJYUE

pith:2024:64LSJYUEBNM4XBDFFQ3JYJT2NB

not attested not anchored not stored refs pending

A Unified Approach to Routing and Cascading for LLMs

Jasper Dekoninck, Martin Vechev, Maximilian Baader

arxiv:2410.10347 v3 · 2024-10-14 · 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{64LSJYUEBNM4XBDFFQ3JYJT2NB}

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

8 papers in Pith

AutoRelAnnotator: Calibrated Model Cascades for Cost-Efficient Relevance Evaluation in Sponsored Search

When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models

FairTutor: Equity-Aware Pedagogical LLM Routing for Budget-Constrained AI Tutoring

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer?

Receipt and verification

First computed	2026-07-05T11:07:15.533800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f71724e2840b59cb84652c369c267a687507d4916d934bb118df9f35108564d6

Aliases

arxiv: 2410.10347 · arxiv_version: 2410.10347v3 · doi: 10.48550/arxiv.2410.10347 · pith_short_12: 64LSJYUEBNM4 · pith_short_16: 64LSJYUEBNM4XBDF · pith_short_8: 64LSJYUE

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/64LSJYUEBNM4XBDFFQ3JYJT2NB \
  | 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: f71724e2840b59cb84652c369c267a687507d4916d934bb118df9f35108564d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "891e75e1676fd9a10be8eaebe89aa710eae4de5749dcec1d4a52b72d04224ee2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-14T10:00:49Z",
    "title_canon_sha256": "83a438af189350c6782ec3d78f1b4909b6543e7fbede4abb4b5541db48edaf23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10347",
    "kind": "arxiv",
    "version": 3
  }
}