Pith Number

pith:XQNSZA4L

pith:2024:XQNSZA4LPG5NJNALD5R2EW23H2

not attested not anchored not stored refs pending

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts

Fang Chen, Hongen Liao, Xuan Yang, Yihua Sun, Zhuhao Wang, Zihan Li

arxiv:2412.12001 v1 · 2024-12-16 · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XQNSZA4LPG5NJNALD5R2EW23H2}

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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

Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation

Receipt and verification

First computed	2026-07-05T09:49:55.328713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc1b2c838b79bad4b40b1f63a25b5b3e937655f529d01c56c1dec6e61603a0b1

Aliases

arxiv: 2412.12001 · arxiv_version: 2412.12001v1 · doi: 10.48550/arxiv.2412.12001 · pith_short_12: XQNSZA4LPG5N · pith_short_16: XQNSZA4LPG5NJNAL · pith_short_8: XQNSZA4L

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/XQNSZA4LPG5NJNALD5R2EW23H2 \
  | 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: bc1b2c838b79bad4b40b1f63a25b5b3e937655f529d01c56c1dec6e61603a0b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f4de06014ff8d5ff92ca9a3102439793af1778bdb3ff96329473e929a5186f8",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T17:29:51Z",
    "title_canon_sha256": "0854a5c162e36a1d98a9d40f8ac1044a3412c7538f87bd00993569a1438466d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12001",
    "kind": "arxiv",
    "version": 1
  }
}