Pith Number

pith:G7D6S3W6

pith:2025:G7D6S3W6GWQ6AXVOYFDGPB7GOB

not attested not anchored not stored refs pending

Active Few-Shot Learning for Text Classification

Arash Yousefi Jordehi, Cornelia Caragea, Mahsa Hosseini Khasheh Heyran, Owen Rambow, Saeed Ahmadnia, Seyed Abolghasem Mirroshandel

arxiv:2502.18782 v1 · 2025-02-26 · 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{G7D6S3W6GWQ6AXVOYFDGPB7GOB}

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

Neuron-Aware Active Few-Shot Learning for LLMs

Receipt and verification

First computed	2026-07-05T10:20:03.851536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37c7e96ede35a1e05eaec1466787e6706c4248197c5faeecb82086f2aad4af86

Aliases

arxiv: 2502.18782 · arxiv_version: 2502.18782v1 · doi: 10.48550/arxiv.2502.18782 · pith_short_12: G7D6S3W6GWQ6 · pith_short_16: G7D6S3W6GWQ6AXVO · pith_short_8: G7D6S3W6

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/G7D6S3W6GWQ6AXVOYFDGPB7GOB \
  | 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: 37c7e96ede35a1e05eaec1466787e6706c4248197c5faeecb82086f2aad4af86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93ea73c0da29a2a8af03073010e8e77ed4558495f00b65194d3c42cf5d97fa6b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-26T03:30:13Z",
    "title_canon_sha256": "26cbe6e0cb5ea92ab60fe0ddeb767305b5d5e4c5bc703d20229f7b0219b2e5b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18782",
    "kind": "arxiv",
    "version": 1
  }
}