Pith Number

pith:ILEJLVAS

pith:2025:ILEJLVASLKQG73Y343W5M5WYAX

not attested not anchored not stored refs pending

AdaSD: Adaptive Speculative Decoding for Efficient Language Model Inference

Ding-Yong Hong, Jan-Jan Wu, Kuan-Wei Lu, Pangfeng Liu

arxiv:2512.11280 v2 · 2025-12-12 · 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{ILEJLVASLKQG73Y343W5M5WYAX}

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.

Receipt and verification

First computed	2026-05-27T01:05:40.946465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42c895d4125aa06fef1be6edd676d805ec75a585147c88e57c63a2cc1f587470

Aliases

arxiv: 2512.11280 · arxiv_version: 2512.11280v2 · doi: 10.48550/arxiv.2512.11280 · pith_short_12: ILEJLVASLKQG · pith_short_16: ILEJLVASLKQG73Y3 · pith_short_8: ILEJLVAS

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/ILEJLVASLKQG73Y343W5M5WYAX \
  | 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: 42c895d4125aa06fef1be6edd676d805ec75a585147c88e57c63a2cc1f587470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c38fb65e34d37f9b0088af4952c1e0fac7f3b73f04aa4d615d692fb21466861",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-12T04:56:08Z",
    "title_canon_sha256": "4b60032a2def8717496f3824a886709cd09ef69d115c22ed55ca1f1335a6871e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.11280",
    "kind": "arxiv",
    "version": 2
  }
}