Pith Number

pith:SESDFD77

pith:2024:SESDFD77PR4IDZFZVJCGHGHK4E

not attested not anchored not stored refs pending

Neural Active Learning Beyond Bandits

Hanghang Tong, Ishika Agarwal, Jingrui He, Kommy Weldemariam, Yada Zhu, Yikun Ban, Ziwei Wu

arxiv:2404.12522 v1 · 2024-04-18 · 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{SESDFD77PR4IDZFZVJCGHGHK4E}

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	2026-07-05T08:09:54.644219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9124328fff7c7881e4b9aa446398eae131e1b5a0c6a097262fd4c5f83bb12916

Aliases

arxiv: 2404.12522 · arxiv_version: 2404.12522v1 · doi: 10.48550/arxiv.2404.12522 · pith_short_12: SESDFD77PR4I · pith_short_16: SESDFD77PR4IDZFZ · pith_short_8: SESDFD77

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/SESDFD77PR4IDZFZVJCGHGHK4E \
  | 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: 9124328fff7c7881e4b9aa446398eae131e1b5a0c6a097262fd4c5f83bb12916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f119e3dcc3395dee3a53adbff3b59055c963f47ed14cc9b46d99a85963365e53",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-18T21:52:14Z",
    "title_canon_sha256": "f5337432854094b21de3e05a321fb3e9d95b36017337ad76789095a34342dcea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12522",
    "kind": "arxiv",
    "version": 1
  }
}