Pith Number

pith:UIHQ27VL

pith:2025:UIHQ27VLSXLKYMSB3MU4DVFNZ5

not attested not anchored not stored refs pending

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models

Ju Yong Sim, Seong Hwan Kim

arxiv:2506.06180 v1 · 2025-06-06 · 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{UIHQ27VLSXLKYMSB3MU4DVFNZ5}

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	2026-07-05T11:17:27.021657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a20f0d7eab95d6ac3241db29c1d4adcf7dee24168d6906665f10cd077e73ad10

Aliases

arxiv: 2506.06180 · arxiv_version: 2506.06180v1 · doi: 10.48550/arxiv.2506.06180 · pith_short_12: UIHQ27VLSXLK · pith_short_16: UIHQ27VLSXLKYMSB · pith_short_8: UIHQ27VL

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/UIHQ27VLSXLKYMSB3MU4DVFNZ5 \
  | 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: a20f0d7eab95d6ac3241db29c1d4adcf7dee24168d6906665f10cd077e73ad10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83e46869655e8a9c503246614cc176ca2b4586891d0ae953e41d0975792cad2a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-06T15:44:12Z",
    "title_canon_sha256": "645e2a0c5170b0e3f6a741eade28a4fc0adad75ec5b8f5cbf5941747c68cada1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06180",
    "kind": "arxiv",
    "version": 1
  }
}