Pith Number

pith:B4KUKRS3

pith:2024:B4KUKRS3EEUCPQ5SBQVF7REKDH

not attested not anchored not stored refs pending

Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation

Hamidreza Rouzegar, Masoud Makrehchi

arxiv:2406.12114 v1 · 2024-06-17 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B4KUKRS3EEUCPQ5SBQVF7REKDH}

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	2026-07-05T08:33:06.576174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f1545465b212827c3b20c2a5fc48a19cfd19f91a5ac83e8b609f069d341b363

Aliases

arxiv: 2406.12114 · arxiv_version: 2406.12114v1 · doi: 10.48550/arxiv.2406.12114 · pith_short_12: B4KUKRS3EEUC · pith_short_16: B4KUKRS3EEUCPQ5S · pith_short_8: B4KUKRS3

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/B4KUKRS3EEUCPQ5SBQVF7REKDH \
  | 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: 0f1545465b212827c3b20c2a5fc48a19cfd19f91a5ac83e8b609f069d341b363

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08343dee3e8554da806f41b70c5848e1aa2e9fa2ae479b84f42616dec16ff730",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T21:45:48Z",
    "title_canon_sha256": "ccc3cab398c10b9cedb75648a92d6e8de4dbf7f0f9c35d27641b62bde88e7184"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12114",
    "kind": "arxiv",
    "version": 1
  }
}