Pith Number

pith:PSMCY4DQ

pith:2023:PSMCY4DQHPHP3QZQPWDLKTOPIC

not attested not anchored not stored refs pending

Text generation for dataset augmentation in security classification tasks

Alexander P. Welsh, Matthew Edwards

arxiv:2310.14429 v1 · 2023-10-22 · cs.CR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PSMCY4DQHPHP3QZQPWDLKTOPIC}

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	2026-07-05T07:03:44.242867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c982c70703bcefdc3307d86b54dcf40924e284cb4740cb769eedfbf171aaec1

Aliases

arxiv: 2310.14429 · arxiv_version: 2310.14429v1 · doi: 10.48550/arxiv.2310.14429 · pith_short_12: PSMCY4DQHPHP · pith_short_16: PSMCY4DQHPHP3QZQ · pith_short_8: PSMCY4DQ

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/PSMCY4DQHPHP3QZQPWDLKTOPIC \
  | 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: 7c982c70703bcefdc3307d86b54dcf40924e284cb4740cb769eedfbf171aaec1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e67683c8bed36a101c264199ea0d27145e03aab9210b75d71203fd9b8aef1047",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-22T22:25:14Z",
    "title_canon_sha256": "0188b9dc2c1f6cf68694811dfe1c078858ffa30117fddc269c8a42f4bf7ea2be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14429",
    "kind": "arxiv",
    "version": 1
  }
}