Pith Number

pith:ECDU4P4K

pith:2025:ECDU4P4KJJSZL44A6MPFP7OYAC

not attested not anchored not stored refs pending

Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription

Chenxiao Fan, Chongming Gao, Fuli Feng, Juan Li, Junlong Liu, Xiangnan He, Zheng Wang, Zihao Zhao

arxiv:2503.03687 v2 · 2025-03-05 · cs.IR

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\usepackage{pith}
\pithnumber{ECDU4P4KJJSZL44A6MPFP7OYAC}

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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

3 papers in Pith

Fine-grained List-wise Alignment for Generative Medication Recommendation

Medical Reasoning with Large Language Models: A Survey and MR-Bench

RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

Receipt and verification

First computed	2026-07-05T11:47:19.601864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20874e3f8a4a6595f380f31e57fdd800b3116e5b28e8a82b5f44ecc24e259419

Aliases

arxiv: 2503.03687 · arxiv_version: 2503.03687v2 · doi: 10.48550/arxiv.2503.03687 · pith_short_12: ECDU4P4KJJSZ · pith_short_16: ECDU4P4KJJSZL44A · pith_short_8: ECDU4P4K

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/ECDU4P4KJJSZL44A6MPFP7OYAC \
  | 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: 20874e3f8a4a6595f380f31e57fdd800b3116e5b28e8a82b5f44ecc24e259419

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cb7ce4459880db94087d9e851ae6421022b9f3153ba4717b18da38aba4d812c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-05T17:28:16Z",
    "title_canon_sha256": "5c9e9bd5696710b3dad0647159a50d9e26eb558e26ff5422bbba6693786afdf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.03687",
    "kind": "arxiv",
    "version": 2
  }
}