Pith Number

pith:XL2DCD7Q

pith:2024:XL2DCD7QHPKBI7KVIAP4XWU6FW

not attested not anchored not stored refs pending

LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model

Bocheng Zou, Jiaming Liu, Ruichuan An, Shanghang Zhang, Yiming Tang, Yulin Luo

arxiv:2405.02363 v2 · 2024-05-03 · cs.CV · 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{XL2DCD7QHPKBI7KVIAP4XWU6FW}

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

FreqFormer: Hierarchical Frequency-Domain Attention with Adaptive Spectral Routing for Long-Sequence Video Diffusion Transformers

Receipt and verification

First computed	2026-07-05T08:47:51.882879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

baf4310ff03bd4147d55401fcbda9e2d91e8d890f7d1ef73b478bebc87de4972

Aliases

arxiv: 2405.02363 · arxiv_version: 2405.02363v2 · doi: 10.48550/arxiv.2405.02363 · pith_short_12: XL2DCD7QHPKB · pith_short_16: XL2DCD7QHPKBI7KV · pith_short_8: XL2DCD7Q

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/XL2DCD7QHPKBI7KVIAP4XWU6FW \
  | 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: baf4310ff03bd4147d55401fcbda9e2d91e8d890f7d1ef73b478bebc87de4972

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b11bf2b86cb73236e009c0ea13b68e09edc1d721ae545537eaef81ae6641b72",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-03T05:09:54Z",
    "title_canon_sha256": "4968c8ca5f42d3ef29db4d2a79f891109172586445e3d462ec36b82311303024"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02363",
    "kind": "arxiv",
    "version": 2
  }
}