Pith Number

pith:MJ2RJBY5

pith:2025:MJ2RJBY5UCDXTHTUFS4I2S24LN

not attested not anchored not stored refs pending

Data-Efficient Biomedical In-Context Learning: A Diversity-Enhanced Submodular Perspective

Jun Wang, Meijia Song, Mingquan Lin, Qixin Zhang, Rui Zhang, Zaifu Zhan

arxiv:2508.08140 v1 · 2025-08-11 · 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{MJ2RJBY5UCDXTHTUFS4I2S24LN}

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	2026-07-05T11:52:08.915408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

627514871da087799e742cb88d4b5c5b632b1c6c3ae1979e7ec5d2ea8591d063

Aliases

arxiv: 2508.08140 · arxiv_version: 2508.08140v1 · doi: 10.48550/arxiv.2508.08140 · pith_short_12: MJ2RJBY5UCDX · pith_short_16: MJ2RJBY5UCDXTHTU · pith_short_8: MJ2RJBY5

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/MJ2RJBY5UCDXTHTUFS4I2S24LN \
  | 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: 627514871da087799e742cb88d4b5c5b632b1c6c3ae1979e7ec5d2ea8591d063

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65a5f18b7bc306d74bf3964aa9d1332081f3e5568f7487fa3e346fc874131f50",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-11T16:13:21Z",
    "title_canon_sha256": "3902a3562440f975900e58fc64e3b53aff0cec8e17f8f59b2aae433be862b679"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08140",
    "kind": "arxiv",
    "version": 1
  }
}