Pith Number

pith:WCBSOY53

pith:2024:WCBSOY53NRY7TCMPSJPUNL3AB6

not attested not anchored not stored refs pending

Prompt Perturbation Consistency Learning for Robust Language Models

Anna Rumshisky, Anoop Kumar, Aram Galstyan, Greg Ver Steeg, Ninareh Mehrabi, Subhrangshu Nandi, Yao Qiang

arxiv:2402.15833 v1 · 2024-02-24 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WCBSOY53NRY7TCMPSJPUNL3AB6}

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	2026-07-05T07:48:58.620718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0832763bb6c71f9898f925f46af600fb4aad3212944e62a4ea701b86c9efb6e

Aliases

arxiv: 2402.15833 · arxiv_version: 2402.15833v1 · doi: 10.48550/arxiv.2402.15833 · pith_short_12: WCBSOY53NRY7 · pith_short_16: WCBSOY53NRY7TCMP · pith_short_8: WCBSOY53

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/WCBSOY53NRY7TCMPSJPUNL3AB6 \
  | 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: b0832763bb6c71f9898f925f46af600fb4aad3212944e62a4ea701b86c9efb6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da424c69296fdd335851ef3961d602566019dce7d74a6ec856cb67cb5929db53",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-24T15:00:58Z",
    "title_canon_sha256": "f64cedf642e0e3825c682a584f781456056bc94f690a321341a9cb7d5303e6d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15833",
    "kind": "arxiv",
    "version": 1
  }
}