Pith Number

pith:PBTCRJDZ

pith:2024:PBTCRJDZZQFEVN6IWMMCNBT33R

not attested not anchored not stored refs pending

Closing the gap between open-source and commercial large language models for medical evidence summarization

Ali Soroush, Betina R. Idnay, Chunhua Weng, Elizabeth Park, Gongbo Zhang, Jordan G. Nestor, Matthew E. Spotnitz, Qiao Jin, Song Wang, Thomas Campion, Yifan Peng, Yiliang Zhou, Yiming Luo, Zhiyong Lu

arxiv:2408.00588 v1 · 2024-07-25 · cs.CL · 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{PBTCRJDZZQFEVN6IWMMCNBT33R}

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

Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production Challenges

Receipt and verification

First computed	2026-07-05T08:51:06.254069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

786628a479cc0a4ab7c8b31826867bdc55e8150d1773c49491afa6f970ceb2d4

Aliases

arxiv: 2408.00588 · arxiv_version: 2408.00588v1 · doi: 10.48550/arxiv.2408.00588 · pith_short_12: PBTCRJDZZQFE · pith_short_16: PBTCRJDZZQFEVN6I · pith_short_8: PBTCRJDZ

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/PBTCRJDZZQFEVN6IWMMCNBT33R \
  | 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: 786628a479cc0a4ab7c8b31826867bdc55e8150d1773c49491afa6f970ceb2d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2da154c329451fcb3ecc32ee04dcbcbecf314daaf6222b262c22a06fc9115b13",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-25T05:03:01Z",
    "title_canon_sha256": "1bab2ef88472ce1885baec97f390e205739b797d9057e7fdcba36d67260c9140"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.00588",
    "kind": "arxiv",
    "version": 1
  }
}