Pith Number

pith:GNRSKLMD

pith:2025:GNRSKLMDXIESBZEWQC2433Q67L

not attested not anchored not stored refs pending

Self-supervised Learning Method Using Transformer for Multi-dimensional Sensor Data Processing

Haruki Kai, Tsuyoshi Okita

arxiv:2505.21918 v1 · 2025-05-28 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNRSKLMDXIESBZEWQC2433Q67L}

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	2026-07-05T11:11:05.923886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3363252d83ba0920e49680b5cdee1efaf2fdc874e52e3aef796641c9a14903cc

Aliases

arxiv: 2505.21918 · arxiv_version: 2505.21918v1 · doi: 10.48550/arxiv.2505.21918 · pith_short_12: GNRSKLMDXIES · pith_short_16: GNRSKLMDXIESBZEW · pith_short_8: GNRSKLMD

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/GNRSKLMDXIESBZEWQC2433Q67L \
  | 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: 3363252d83ba0920e49680b5cdee1efaf2fdc874e52e3aef796641c9a14903cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "554051df4309000612d4a7da796bcce8d12b14d2df58f43e523a349a0b523570",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T03:04:13Z",
    "title_canon_sha256": "98583efb009aa59a0ac7866139362a16b7163cda162b52d5d7e31ad15ba2fc57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21918",
    "kind": "arxiv",
    "version": 1
  }
}