Pith Number

pith:BN5NGVD5

pith:2024:BN5NGVD5LUPZMVT7HYYBQ562CL

not attested not anchored not stored refs pending

Active Few-Shot Fine-Tuning

Andreas Krause, Bhavya Sukhija, Jonas H\"ubotter, Lenart Treven, Yarden As

arxiv:2402.15441 v4 · 2024-02-13 · 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{BN5NGVD5LUPZMVT7HYYBQ562CL}

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	2026-07-05T08:35:00.500014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b7ad3547d5d1f96567f3e301877da12c6ae53803955dcfd99efe9ed93b1949b

Aliases

arxiv: 2402.15441 · arxiv_version: 2402.15441v4 · doi: 10.48550/arxiv.2402.15441 · pith_short_12: BN5NGVD5LUPZ · pith_short_16: BN5NGVD5LUPZMVT7 · pith_short_8: BN5NGVD5

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/BN5NGVD5LUPZMVT7HYYBQ562CL \
  | 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: 0b7ad3547d5d1f96567f3e301877da12c6ae53803955dcfd99efe9ed93b1949b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5e3a553f7a70e83e0049463d4424b7a2004eab7ff17c3f852deb87c59fd5c7f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-13T09:19:05Z",
    "title_canon_sha256": "2feb24b68416338f7ab52436b44f2eaaf103002efe4d9098ce7302f19759a5d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15441",
    "kind": "arxiv",
    "version": 4
  }
}