Pith Number

pith:J6MJZNMK

pith:2024:J6MJZNMKDW7WRUD37SH2QQ62JZ

not attested not anchored not stored refs pending

Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning

Carlee Joe-Wong, Ege Onur Taga, Jiasi Chen, Samet Oymak, Xuechen Zhang, Zijian Huang

arxiv:2404.13082 v2 · 2024-04-17 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J6MJZNMKDW7WRUD37SH2QQ62JZ}

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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

1 paper in Pith

PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks

Receipt and verification

First computed	2026-07-05T09:37:52.812156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f989cb58a1dbf68d07bfc8fa843da4e7080f62a2bacd935d3ecb0542c88dc3a

Aliases

arxiv: 2404.13082 · arxiv_version: 2404.13082v2 · doi: 10.48550/arxiv.2404.13082 · pith_short_12: J6MJZNMKDW7W · pith_short_16: J6MJZNMKDW7WRUD3 · pith_short_8: J6MJZNMK

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/J6MJZNMKDW7WRUD37SH2QQ62JZ \
  | 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: 4f989cb58a1dbf68d07bfc8fa843da4e7080f62a2bacd935d3ecb0542c88dc3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43ed618e4e719050cf4f6e8675995361e5100ff220f0796324c2ca3bfb1937c3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-17T05:56:49Z",
    "title_canon_sha256": "4fcb4c4a14fe10512e235cbede7329f199a037be45d40b941e1479961b8b60c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.13082",
    "kind": "arxiv",
    "version": 2
  }
}