Pith Number

pith:PHHSM5VP

pith:2024:PHHSM5VPCYTGAPADB6FCWIBDXZ

not attested not anchored not stored refs pending

Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports

Benjamin Hou, Pritam Mukherjee, Qiao Jin, Qingqing Zhu, Ronald M Summers, Tejas Sudharshan Mathai, Xin Gao, Xiuying Chen, Zhiyong Lu

arxiv:2401.16578 v3 · 2024-01-29 · 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{PHHSM5VPCYTGAPADB6FCWIBDXZ}

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.

Receipt and verification

First computed	2026-07-05T07:46:30.450351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79cf2676af1626603c030f8a2b2023be57d9e7d699ecaae0a8e1847589d53619

Aliases

arxiv: 2401.16578 · arxiv_version: 2401.16578v3 · doi: 10.48550/arxiv.2401.16578 · pith_short_12: PHHSM5VPCYTG · pith_short_16: PHHSM5VPCYTGAPAD · pith_short_8: PHHSM5VP

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/PHHSM5VPCYTGAPADB6FCWIBDXZ \
  | 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: 79cf2676af1626603c030f8a2b2023be57d9e7d699ecaae0a8e1847589d53619

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21d3fd55f48e4947999abb3ba07c01c3ff4c8fcec74f43820c3852d57f371d5d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-29T21:24:43Z",
    "title_canon_sha256": "6b45b66cbe8f183142c1889a4dc946530efe1b9b4e85cd85306abc0946a2e23c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16578",
    "kind": "arxiv",
    "version": 3
  }
}