Pith Number

pith:YZXPGCLV

pith:2025:YZXPGCLV6LMB5SMM5HF3R6TFKO

not attested not anchored not stored refs pending

TAD-Bench: A Comprehensive Benchmark for Embedding-Based Text Anomaly Detection

Bo Liu, Chen Li, Haolong Xiang, Lianyong Qi, Ming Liu, Rongsheng Li, Sikun Yang, Yang Cao

arxiv:2501.11960 v2 · 2025-01-21 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YZXPGCLV6LMB5SMM5HF3R6TFKO}

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

Anomaly Detection in Human Language via Meta-Learning: A Few-Shot Approach

Receipt and verification

First computed	2026-07-05T11:08:15.415358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c66ef30975f2d81ec98ce9cbb8fa6553950e2b1a16a072f04e3d2ebd7ba7e74b

Aliases

arxiv: 2501.11960 · arxiv_version: 2501.11960v2 · doi: 10.48550/arxiv.2501.11960 · pith_short_12: YZXPGCLV6LMB · pith_short_16: YZXPGCLV6LMB5SMM · pith_short_8: YZXPGCLV

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/YZXPGCLV6LMB5SMM5HF3R6TFKO \
  | 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: c66ef30975f2d81ec98ce9cbb8fa6553950e2b1a16a072f04e3d2ebd7ba7e74b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39ceb9c6bb39d56f35b4bf5a86a9be0d051359c72472f3aad56a66c3be9a3c8a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-21T08:13:10Z",
    "title_canon_sha256": "43854ac72ce68e85a05775565746a14fce4a6a002a5da78364c6929990d4a1cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11960",
    "kind": "arxiv",
    "version": 2
  }
}