Pith Number

pith:RTCYJXSZ

pith:2023:RTCYJXSZ3E7XIAPZQFSU2P72QZ

not attested not anchored not stored refs pending

Source Code Data Augmentation for Deep Learning: A Survey

David Lo, Li Li, Terry Yue Zhuo, Xiaoning Du, Yufei Wang, Zhenchang Xing, Zhensu Sun, Zhou Yang

arxiv:2305.19915 v4 · 2023-05-31 · cs.CL · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RTCYJXSZ3E7XIAPZQFSU2P72QZ}

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

StarCoder 2 and The Stack v2: The Next Generation

Receipt and verification

First computed	2026-07-05T07:11:56.404033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cc584de59d93f7401f981654d3ffa86511ff0744e7fba22dcdf718ff48de0c0

Aliases

arxiv: 2305.19915 · arxiv_version: 2305.19915v4 · doi: 10.48550/arxiv.2305.19915 · pith_short_12: RTCYJXSZ3E7X · pith_short_16: RTCYJXSZ3E7XIAPZ · pith_short_8: RTCYJXSZ

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/RTCYJXSZ3E7XIAPZQFSU2P72QZ \
  | 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: 8cc584de59d93f7401f981654d3ffa86511ff0744e7fba22dcdf718ff48de0c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cb10009ecbc4e1f4fea90531780fac7e4cc51b9ccf9e675fa90c22fe76354a0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-31T14:47:44Z",
    "title_canon_sha256": "006f2f31dd0a7082a9418ecc35f4e1472f988568eb6a3961b90c752c3d1f58fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19915",
    "kind": "arxiv",
    "version": 4
  }
}