Pith Number

pith:XG5XCWGU

pith:2025:XG5XCWGUELO75DRZXGSGDI54ZH

not attested not anchored not stored refs pending

Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems

Hang Zhang, Yanshan Wang, Yuelyu Ji

arxiv:2503.15454 v3 · 2025-03-19 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XG5XCWGUELO75DRZXGSGDI54ZH}

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

2 papers in Pith

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

Towards FairRAG: Preventing Representational Harm in Retrieval-Augmented Generation by Enforcing Fair Exposure at Retrieval Time

Receipt and verification

First computed	2026-07-05T10:39:47.798284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9bb7158d422ddfe8e39b9a461a3bcc9ca1d57a316e28abc5ad53cc3fccf3ea3

Aliases

arxiv: 2503.15454 · arxiv_version: 2503.15454v3 · doi: 10.48550/arxiv.2503.15454 · pith_short_12: XG5XCWGUELO7 · pith_short_16: XG5XCWGUELO75DRZ · pith_short_8: XG5XCWGU

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/XG5XCWGUELO75DRZXGSGDI54ZH \
  | 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: b9bb7158d422ddfe8e39b9a461a3bcc9ca1d57a316e28abc5ad53cc3fccf3ea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d9556971dfc60bcf9dad831447cc3b55cc759354dd7cf340bc0b46f2022fe73",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-19T17:36:35Z",
    "title_canon_sha256": "cc73192e705eac23a4e82bdb513609155ba8460dddee6871380211a9385a93a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15454",
    "kind": "arxiv",
    "version": 3
  }
}