Pith Number

pith:X4WRYASB

pith:2024:X4WRYASBD55OQZTDLHJ2RMRWV6

not attested not anchored not stored refs pending

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution

Ari Holtzman, Beidi Chen, Jimmy Lin, Minghan Li, Wen-tau Yih, Xilun Chen, Xi Victoria Lin

arxiv:2405.19325 v3 · 2024-05-29 · 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{X4WRYASBD55OQZTDLHJ2RMRWV6}

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

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Receipt and verification

First computed	2026-07-05T10:53:45.297171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf2d1c02411f7ae8666359d3a8b236afae4ed25a4e06259180a091e548669894

Aliases

arxiv: 2405.19325 · arxiv_version: 2405.19325v3 · doi: 10.48550/arxiv.2405.19325 · pith_short_12: X4WRYASBD55O · pith_short_16: X4WRYASBD55OQZTD · pith_short_8: X4WRYASB

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/X4WRYASBD55OQZTDLHJ2RMRWV6 \
  | 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: bf2d1c02411f7ae8666359d3a8b236afae4ed25a4e06259180a091e548669894

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ab0fda32cac69ee2885ef6be2fd52deaef87bb35a7a5584b59434799c820c97",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-29T17:55:03Z",
    "title_canon_sha256": "43bb0202d2973b5b7439ae4060542a65e7d16679a34709b3c37c2ed9a9e39dd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19325",
    "kind": "arxiv",
    "version": 3
  }
}