Pith Number

pith:2X3FIIGX

pith:2024:2X3FIIGXKDW7FUQQHN2EWIWWEU

not attested not anchored not stored refs pending

LLM$\times$MapReduce: Simplified Long-Sequence Processing using Large Language Models

Chong Li, Haoyu Wang, Maosong Sun, Qi Shi, Rongqiao An, Shuo Wang, Xiaodong Shi, Xinyi Chen, Xu Han, Yu Chao, Zhili Li, Zhixing Tan, Zhiyuan Liu, Zihan Zhou

arxiv:2410.09342 v1 · 2024-10-12 · 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{2X3FIIGXKDW7FUQQHN2EWIWWEU}

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

3 papers in Pith

Parallel Context Compaction for Long-Horizon LLM Agent Serving

CacheClip: Accelerating RAG with Effective KV Cache Reuse

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Receipt and verification

First computed	2026-07-05T09:19:37.941620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5f65420d750edf2d2103b744b22d6252453b4e45aaca56124378da76bf48514

Aliases

arxiv: 2410.09342 · arxiv_version: 2410.09342v1 · doi: 10.48550/arxiv.2410.09342 · pith_short_12: 2X3FIIGXKDW7 · pith_short_16: 2X3FIIGXKDW7FUQQ · pith_short_8: 2X3FIIGX

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/2X3FIIGXKDW7FUQQHN2EWIWWEU \
  | 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: d5f65420d750edf2d2103b744b22d6252453b4e45aaca56124378da76bf48514

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfff07aa292ee5743b26e3b3f9d524a1a5726a7f8cc1a22a499d58b915ba1bef",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-12T03:13:44Z",
    "title_canon_sha256": "b195ff14c5777c8ab9dbf7574e5e65972e4f6678e95574cf41f94501e0364b8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09342",
    "kind": "arxiv",
    "version": 1
  }
}