Pith Number

pith:T3RCOM4I

pith:2025:T3RCOM4I6RTB7MR5S6NVUH5CZR

not attested not anchored not stored refs pending

Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification

Linlin Shen, Runjie Luo, Wei Zhuo, Wufeng Xue

arxiv:2507.20511 v2 · 2025-07-28 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T3RCOM4I6RTB7MR5S6NVUH5CZR}

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	2026-07-05T11:44:53.746825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ee2273388f4661fb23d979b5a1fa2cc464583e56731d99d1afed19592cd6af7

Aliases

arxiv: 2507.20511 · arxiv_version: 2507.20511v2 · doi: 10.48550/arxiv.2507.20511 · pith_short_12: T3RCOM4I6RTB · pith_short_16: T3RCOM4I6RTB7MR5 · pith_short_8: T3RCOM4I

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/T3RCOM4I6RTB7MR5S6NVUH5CZR \
  | 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: 9ee2273388f4661fb23d979b5a1fa2cc464583e56731d99d1afed19592cd6af7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "249b3b3be8cb80f07edcd0cd940b72c49004a32e290015bf9e97ed4c8d18b2b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-28T04:23:06Z",
    "title_canon_sha256": "12f5327223ae0146dedaee8535bcc3054885f3f97a6eb20561e10d58647b5c7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20511",
    "kind": "arxiv",
    "version": 2
  }
}