Pith Number

pith:T32D4L2T

pith:2025:T32D4L2TLHH6C7KMISOXM57KKD

not attested not anchored not stored refs pending

Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing

Fei Wu, Jiajie Su, Jingyuan Chen, Kairui Fu, Kun Kuang, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Zheqi Lv

arxiv:2509.06552 v1 · 2025-09-08 · cs.LG · cs.CV · cs.DC · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T32D4L2TLHH6C7KMISOXM57KKD}

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	2026-07-05T12:06:38.069297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ef43e2f5359cfe17d4c449d7677ea50e7a59fe89080c97f4114991e3bc2b0a6

Aliases

arxiv: 2509.06552 · arxiv_version: 2509.06552v1 · doi: 10.48550/arxiv.2509.06552 · pith_short_12: T32D4L2TLHH6 · pith_short_16: T32D4L2TLHH6C7KM · pith_short_8: T32D4L2T

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/T32D4L2TLHH6C7KMISOXM57KKD \
  | 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: 9ef43e2f5359cfe17d4c449d7677ea50e7a59fe89080c97f4114991e3bc2b0a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e2f4ebab38ee702369457576fcbf39124abd9a40e5880e7b1b6449c5ad84f7e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-08T11:06:50Z",
    "title_canon_sha256": "6a63b836213b1d4dcb3a5533372b7b2b9da8ab1a58f04bd94fdc562b0d0cecdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06552",
    "kind": "arxiv",
    "version": 1
  }
}