Pith Number

pith:DBY2PDWN

pith:2024:DBY2PDWN765LQTCUTSO7YQYB7Y

not attested not anchored not stored refs pending

Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria

Allison Chae, Charles E. Kahn Jr., Hersh Sagreiya, James C. Gee, Michael S. Yao, Osbert Bastani, Walter R. Witschey

arxiv:2409.19177 v2 · 2024-09-27 · cs.LG · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DBY2PDWN765LQTCUTSO7YQYB7Y}

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	2026-07-05T11:48:46.198767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1871a78ecdffbab84c549c9dfc4301fe1985f7e6957c0d088ea3d4a92489450c

Aliases

arxiv: 2409.19177 · arxiv_version: 2409.19177v2 · doi: 10.48550/arxiv.2409.19177 · pith_short_12: DBY2PDWN765L · pith_short_16: DBY2PDWN765LQTCU · pith_short_8: DBY2PDWN

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/DBY2PDWN765LQTCUTSO7YQYB7Y \
  | 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: 1871a78ecdffbab84c549c9dfc4301fe1985f7e6957c0d088ea3d4a92489450c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd35485a5d66e75098e0dda065513c050877e0ca4ec79df0f29778a99491e91d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-27T23:13:17Z",
    "title_canon_sha256": "e6d46a44e9e96b46c18098ba0044d3de19c37b4db45a89bd66134efdf5fdd3df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19177",
    "kind": "arxiv",
    "version": 2
  }
}