Pith Number

pith:MFCLUFMQ

pith:2024:MFCLUFMQTKP4TIJ3ZQPH7646OY

not attested not anchored not stored refs pending

Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization

Dingshuo Chen, Ding Wang, Guibin Zhang, Jeffrey Xu Yu, Liang Wang, Qiang Liu, Shu Wu, Yuyan Ni, Zhixun Li

arxiv:2409.01081 v1 · 2024-09-02 · cs.LG · cs.AI · q-bio.BM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MFCLUFMQTKP4TIJ3ZQPH7646OY}

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

Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?

Receipt and verification

First computed	2026-07-05T09:01:58.824812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6144ba15909a9fc9a13bcc1e7ffb9e7631143ec17e49e64569b2a5008d639407

Aliases

arxiv: 2409.01081 · arxiv_version: 2409.01081v1 · doi: 10.48550/arxiv.2409.01081 · pith_short_12: MFCLUFMQTKP4 · pith_short_16: MFCLUFMQTKP4TIJ3 · pith_short_8: MFCLUFMQ

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/MFCLUFMQTKP4TIJ3ZQPH7646OY \
  | 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: 6144ba15909a9fc9a13bcc1e7ffb9e7631143ec17e49e64569b2a5008d639407

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de4a8cc79cfe8705d87b0f9d49681a476de7683489f66bb79dd8b8dee82e5b86",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-02T09:06:04Z",
    "title_canon_sha256": "88963098b816a701bbf390719d172f0e99e3fcd20eda6d0e6f46f87f0f7b5e2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01081",
    "kind": "arxiv",
    "version": 1
  }
}