Pith Number

pith:2KTVXSW4

pith:2025:2KTVXSW4IQD565WRAL3E7ATSSA

not attested not anchored not stored refs pending

Language-Enhanced Representation Learning for Single-Cell Transcriptomics

Changhao Nai, Jiaqi Yang, Junfeng Fang, Sihang Li, Xiang Wang, Yang Zhang, Yaorui Shi, Zhiyuan Liu

arxiv:2503.09427 v4 · 2025-03-12 · 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{2KTVXSW4IQD565WRAL3E7ATSSA}

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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

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:15:20.003438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2a75bcadc4407df76d102f64f8272903798b7561cc592dea5756de5cef072e2

Aliases

arxiv: 2503.09427 · arxiv_version: 2503.09427v4 · doi: 10.48550/arxiv.2503.09427 · pith_short_12: 2KTVXSW4IQD5 · pith_short_16: 2KTVXSW4IQD565WR · pith_short_8: 2KTVXSW4

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/2KTVXSW4IQD565WRAL3E7ATSSA \
  | 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: d2a75bcadc4407df76d102f64f8272903798b7561cc592dea5756de5cef072e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1209053dc82e623a9fe2a3ed6242260501097ddd480994e812aadc370812fc0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-12T14:26:16Z",
    "title_canon_sha256": "9e648d6a348ed0f2151b49633cf7ee460790c574dc2413b9d9c67fee65682704"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09427",
    "kind": "arxiv",
    "version": 4
  }
}