Pith Number

pith:CMIM4373

pith:2024:CMIM4373SVOPDTS735GAND2JSN

not attested not anchored not stored refs pending

High-performance automated abstract screening with large language model ensembles

Andrew Soltan, Archie Watt, Arun James Thirunavukarasu, George Nishimura, Hamid Butt, Jessica O'Logbon, Marc El Khoury, Mustafa Mahmood, Rohan Sanghera, Yuqing Chen

arxiv:2411.02451 v2 · 2024-11-03 · cs.CL · cs.DL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMIM4373SVOPDTS735GAND2JSN}

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

A foundation model for human-AI collaboration in medical literature mining

Receipt and verification

First computed	2026-07-05T09:39:09.896312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1310ce6ffb955cf1ce5fdf4c068f4993574daeaeed574bc42e2a0c687867e8ac

Aliases

arxiv: 2411.02451 · arxiv_version: 2411.02451v2 · doi: 10.48550/arxiv.2411.02451 · pith_short_12: CMIM4373SVOP · pith_short_16: CMIM4373SVOPDTS7 · pith_short_8: CMIM4373

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/CMIM4373SVOPDTS735GAND2JSN \
  | 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: 1310ce6ffb955cf1ce5fdf4c068f4993574daeaeed574bc42e2a0c687867e8ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e232b2d2b4417e954f6d017cfa2920d1728646e281857b2f70a088dfdb96a86",
    "cross_cats_sorted": [
      "cs.DL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-03T10:06:14Z",
    "title_canon_sha256": "b9fec88c6b2f7b9e8cd3b03d986db59168dc0beb7d1fb741f5c742ab420af4fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02451",
    "kind": "arxiv",
    "version": 2
  }
}