Pith Number

pith:6IEUIPKV

pith:2026:6IEUIPKVGBHGHXEYUCXJ34HXT2

not attested not anchored not stored refs pending

Bumblebee: Interleaved Mixed-Layer Building Blocks for Large-Scale Recommendation Systems

Cancan Zhang, David Bauer, Huayu Li, Jerry Fu, Jing Qian, Linhong Zhu, Rui Li, Wanli Ma, Weijia Liu, Wei Li, Wenshun Liu, Xiaoyi Liu, Xiaoyi Zhang, Yue Weng

arxiv:2607.24804 v1 · 2026-07-06 · cs.IR · 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{6IEUIPKVGBHGHXEYUCXJ34HXT2}

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	2026-07-29T00:24:45.021489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f209443d55304e63dc98a0ae9df0f79ea9804b62c47ff38e53f493162fcd0731

Aliases

arxiv: 2607.24804 · arxiv_version: 2607.24804v1 · doi: 10.48550/arxiv.2607.24804 · pith_short_12: 6IEUIPKVGBHG · pith_short_16: 6IEUIPKVGBHGHXEY · pith_short_8: 6IEUIPKV

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/6IEUIPKVGBHGHXEYUCXJ34HXT2 \
  | 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: f209443d55304e63dc98a0ae9df0f79ea9804b62c47ff38e53f493162fcd0731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5015ab31528153eb9fade4732838472a42af325cd04dcb4e4802fd7925dbc747",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-07-06T20:31:38Z",
    "title_canon_sha256": "f67a474306cbc2ed31e45c9203565867eaf9e31fbfaab2b9bba262814ee4bc44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24804",
    "kind": "arxiv",
    "version": 1
  }
}