Pith Number

pith:DFFBKNCS

pith:2025:DFFBKNCS74UWQJM5JSZ425ZTMJ

not attested not anchored not stored refs pending

Mitigating Hallucinations in Healthcare LLMs with Granular Fact-Checking and Domain-Specific Adaptation

Abdullah Al Mamun, Debopom Sutradhar, Kishoar Jahan Tithee, Md Rafiqul Islam, Mohaimenul Azam Khan Raiaan, Mukhtar Hussain, Musarrat Zeba, Reem E. Mohamed, Saddam Mukta, Sami Azam, Yakub Sebastian

arxiv:2512.16189 v3 · 2025-12-18 · 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{DFFBKNCS74UWQJM5JSZ425ZTMJ}

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

1 paper in Pith

Serialisation Strategy Matters: How FHIR Data Format Affects LLM Medication Reconciliation

Receipt and verification

First computed	2026-05-26T01:03:20.663784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

194a153452ff2968259d4cb3cd773362740a8f64934534b4761f3229cfa075db

Aliases

arxiv: 2512.16189 · arxiv_version: 2512.16189v3 · doi: 10.48550/arxiv.2512.16189 · pith_short_12: DFFBKNCS74UW · pith_short_16: DFFBKNCS74UWQJM5 · pith_short_8: DFFBKNCS

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/DFFBKNCS74UWQJM5JSZ425ZTMJ \
  | 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: 194a153452ff2968259d4cb3cd773362740a8f64934534b4761f3229cfa075db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "600527de21dc5028fdd04c99d433739166d572666deccc942e407da2e10dd3e8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-18T05:23:47Z",
    "title_canon_sha256": "491c80223696ba067f5bb20e8f64bc520f302e764c8d0f1331c6f60d9d62f881"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.16189",
    "kind": "arxiv",
    "version": 3
  }
}