Pith Number

pith:2WVXFXZ2

pith:2024:2WVXFXZ2EOHTWPIR2HPKVYITW2

not attested not anchored not stored refs pending

Star Attention: Efficient LLM Inference over Long Sequences

Boris Ginsburg, Fei Jia, Shantanu Acharya

arxiv:2411.17116 v3 · 2024-11-26 · 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{2WVXFXZ2EOHTWPIR2HPKVYITW2}

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

2 papers in Pith

A Survey of Context Engineering for Large Language Models

Elastic Attention Cores for Scalable Vision Transformers

Receipt and verification

First computed	2026-07-05T11:12:22.692300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5ab72df3a238f3b3d11d1deaae113b6ba1c2914b4081ef310b2c621c1d12f92

Aliases

arxiv: 2411.17116 · arxiv_version: 2411.17116v3 · doi: 10.48550/arxiv.2411.17116 · pith_short_12: 2WVXFXZ2EOHT · pith_short_16: 2WVXFXZ2EOHTWPIR · pith_short_8: 2WVXFXZ2

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/2WVXFXZ2EOHTWPIR2HPKVYITW2 \
  | 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: d5ab72df3a238f3b3d11d1deaae113b6ba1c2914b4081ef310b2c621c1d12f92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6bd18514a74cb9492580197d43554f103ef929db5231a09871d40070c3d9873",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-26T05:10:04Z",
    "title_canon_sha256": "e1ca483d269c98cb29239deaa32bf351b2e711de5db98108606aaad2520ec8a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17116",
    "kind": "arxiv",
    "version": 3
  }
}