Pith Number

pith:L46JMFBT

pith:2026:L46JMFBTVBZYUY2RTP5ZTQFEUV

not attested not anchored not stored refs pending

HSAP: A Hierachical Sequence-aware Parallelism for Hybrid-Context Generative Models

Bingyi Jing, Cong Lin, Jiaxing Zhang, Junyu Lu, Songxin Zhang, Zejian Xie, Zhuoyang Song

arxiv:2606.30460 v1 · 2026-06-29 · cs.LG · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L46JMFBTVBZYUY2RTP5ZTQFEUV}

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	2026-06-30T02:18:16.283969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f3c961433a8738a63519bfb99c0a4a5770456f293be53d89f5e1b075557401a

Aliases

arxiv: 2606.30460 · arxiv_version: 2606.30460v1 · doi: 10.48550/arxiv.2606.30460 · pith_short_12: L46JMFBTVBZY · pith_short_16: L46JMFBTVBZYUY2R · pith_short_8: L46JMFBT

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/L46JMFBTVBZYUY2RTP5ZTQFEUV \
  | 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: 5f3c961433a8738a63519bfb99c0a4a5770456f293be53d89f5e1b075557401a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "789531d1e2c0625601a5a5e2c0cbbf6a847b0e7b2cfed6d9885b5b0abd14f2fd",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T15:26:55Z",
    "title_canon_sha256": "46078cacac4555b770fa2ce63b0ae4f258dcb0655fbdb95e68f7e2d4aa3eb1ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30460",
    "kind": "arxiv",
    "version": 1
  }
}