Pith Number

pith:KMZPJKVR

pith:2025:KMZPJKVRWPNVXVMEBLUZ2QG7SL

not attested not anchored not stored refs pending

Exploring Large Protein Language Models in Constrained Evaluation Scenarios within the FLIP Benchmark

Alicia Lozano-Diez, Daniel Ramos, Doroteo T. Toledano, Joaquin Gonzalez-Rodriguez, Manuel F. Mollon

arxiv:2501.18223 v1 · 2025-01-30 · 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{KMZPJKVRWPNVXVMEBLUZ2QG7SL}

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

EpiBench: Can LLMs Understand Epitopes for Antibody Drug Discovery?

Receipt and verification

First computed	2026-07-05T10:07:31.253614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5332f4aab1b3db5bd5840ae99d40df92c5d09fce0b7215683e2a6980dc8957f6

Aliases

arxiv: 2501.18223 · arxiv_version: 2501.18223v1 · doi: 10.48550/arxiv.2501.18223 · pith_short_12: KMZPJKVRWPNV · pith_short_16: KMZPJKVRWPNVXVME · pith_short_8: KMZPJKVR

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/KMZPJKVRWPNVXVMEBLUZ2QG7SL \
  | 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: 5332f4aab1b3db5bd5840ae99d40df92c5d09fce0b7215683e2a6980dc8957f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4332d0f43758313581bb04962d286593113ec78c1da43478eda56cc82ce045d3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-30T09:24:58Z",
    "title_canon_sha256": "f3ef022410769d6bb38c0f4e99d148cdc28f5de1ceff03fbbebaa44bd4aa9e2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18223",
    "kind": "arxiv",
    "version": 1
  }
}