Pith Number

pith:EE7JFLI2

pith:2022:EE7JFLI2W32WETVTLSJCE2MM76

not attested not anchored not stored refs pending

A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability

Chengtai Cao, Fan Zhou, Jianping Wang, Kunpeng Zhang, Yurou Dai

arxiv:2212.10888 v2 · 2022-12-21 · cs.LG · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EE7JFLI2W32WETVTLSJCE2MM76}

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

1 paper in Pith

MTT-Bench: Predicting Social Dominance in Mice via Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T08:26:55.807425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

213e92ad1ab6f5624eb35c9222698cff97009b20a5fc11bcc5f5867737ab7f1b

Aliases

arxiv: 2212.10888 · arxiv_version: 2212.10888v2 · doi: 10.48550/arxiv.2212.10888 · pith_short_12: EE7JFLI2W32W · pith_short_16: EE7JFLI2W32WETVT · pith_short_8: EE7JFLI2

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/EE7JFLI2W32WETVTLSJCE2MM76 \
  | 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: 213e92ad1ab6f5624eb35c9222698cff97009b20a5fc11bcc5f5867737ab7f1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a6b35e669fa36ccc91b8be146318a774050b73bce15a10aeed6acb04f25d93e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-21T09:58:14Z",
    "title_canon_sha256": "1672c3c5bfbf99de0d2b8586a820366e207dc88f416511a47e12e7c35cd20e65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10888",
    "kind": "arxiv",
    "version": 2
  }
}