Pith Number

pith:WCAA4WYS

pith:2026:WCAA4WYSGIBBH7Q5BPLMEMCK5L

not attested not anchored not stored refs pending

Neuron-Aware Active Few-Shot Learning for LLMs

Christian Schunn, Liwei Chen, Raquel Coelho, Xiang Lorraine Li, Zhuowei Chen

arxiv:2607.02423 v1 · 2026-07-02 · cs.LG · 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{WCAA4WYSGIBBH7Q5BPLMEMCK5L}

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	2026-07-03T01:17:58.819981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0800e5b12320213fe1d0bd6c2304aeac3a3905aaf1e1f48309adc4ae3205764

Aliases

arxiv: 2607.02423 · arxiv_version: 2607.02423v1 · doi: 10.48550/arxiv.2607.02423 · pith_short_12: WCAA4WYSGIBB · pith_short_16: WCAA4WYSGIBBH7Q5 · pith_short_8: WCAA4WYS

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/WCAA4WYSGIBBH7Q5BPLMEMCK5L \
  | 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: b0800e5b12320213fe1d0bd6c2304aeac3a3905aaf1e1f48309adc4ae3205764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5dccd3daf4e1542e52908489c4ef8712d897033f513a5fc3afce7956b0208a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-02T16:51:11Z",
    "title_canon_sha256": "f6a5be50f6925cfd3aa00d0dfd0b7a9d2a9211120513b88ba5b89b3eed58694b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02423",
    "kind": "arxiv",
    "version": 1
  }
}