Pith Number

pith:NSEOJZWU

pith:2024:NSEOJZWUUYBNHIGRWTNPRKUXBM

not attested not anchored not stored refs pending

Faster Cascades via Speculative Decoding

Aditya Krishna Menon, Ankit Singh Rawat, Harikrishna Narasimhan, Neha Gupta, Sanjiv Kumar, Seungyeon Kim, Wittawat Jitkrittum

arxiv:2405.19261 v2 · 2024-05-29 · 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{NSEOJZWUUYBNHIGRWTNPRKUXBM}

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

Optimal Query Allocation in Extractive QA with LLMs: A Learning-to-Defer Framework with Theoretical Guarantees

Receipt and verification

First computed	2026-07-05T09:23:33.275861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c88e4e6d4a602d3a0d1b4daf8aa970b07117f6516506d0c43a0e6501641f775

Aliases

arxiv: 2405.19261 · arxiv_version: 2405.19261v2 · doi: 10.48550/arxiv.2405.19261 · pith_short_12: NSEOJZWUUYBN · pith_short_16: NSEOJZWUUYBNHIGR · pith_short_8: NSEOJZWU

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/NSEOJZWUUYBNHIGRWTNPRKUXBM \
  | 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: 6c88e4e6d4a602d3a0d1b4daf8aa970b07117f6516506d0c43a0e6501641f775

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b9b4606dd1c0b7bfc411db98f9eb68e8034d5c1fd503d27c69f730fc9dd5438",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-29T16:55:08Z",
    "title_canon_sha256": "d8961ae18c05d9aeb7deb4cc1033e91cfa7b81d791f19c829b47e2e93930ff38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19261",
    "kind": "arxiv",
    "version": 2
  }
}