Pith Number

pith:CKX65LSV

pith:2024:CKX65LSV3ZFEKSZTZ3Z2T6D3FF

not attested not anchored not stored refs pending

Efficient Hybrid Inference for LLMs: Reward-Based Token Modelling with Selective Cloud Assistance

Adarsh MS, Ditto PS, Jithin VG

arxiv:2409.13757 v1 · 2024-09-15 · 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{CKX65LSV3ZFEKSZTZ3Z2T6D3FF}

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

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing

Receipt and verification

First computed	2026-07-05T09:10:06.372898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12afeeae55de4a454b33cef3a9f87b2944dfa22e0f0adffe54b7c496234cd4dd

Aliases

arxiv: 2409.13757 · arxiv_version: 2409.13757v1 · doi: 10.48550/arxiv.2409.13757 · pith_short_12: CKX65LSV3ZFE · pith_short_16: CKX65LSV3ZFEKSZT · pith_short_8: CKX65LSV

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/CKX65LSV3ZFEKSZTZ3Z2T6D3FF \
  | 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: 12afeeae55de4a454b33cef3a9f87b2944dfa22e0f0adffe54b7c496234cd4dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75d18a4932984a1559f7f8b5a8b5fef364089172a164710824f61bc4c3401514",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-15T15:12:45Z",
    "title_canon_sha256": "ae8502a56a82683f4ec9d52d2c7678c5a5c7d2bb308f5382924e9ce58d10ed85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13757",
    "kind": "arxiv",
    "version": 1
  }
}