Pith Number

pith:MQZ24KPZ

pith:2024:MQZ24KPZSOKCRR52C336LP7OA6

not attested not anchored not stored refs pending

Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration

Ali Anaissi, Ali Braytee, Cheng Qian, Fengming Zhou, Junaid Akram, Shanshan Yao, Xianglong Shi, Yichen Liu, Zishu Zhang

arxiv:2410.12856 v1 · 2024-10-11 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MQZ24KPZSOKCRR52C336LP7OA6}

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	2026-07-05T09:21:51.936361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6433ae29f9939428c7ba16f7e5bfee079639edfa2c5a1b148d4f48f26b494b6a

Aliases

arxiv: 2410.12856 · arxiv_version: 2410.12856v1 · doi: 10.48550/arxiv.2410.12856 · pith_short_12: MQZ24KPZSOKC · pith_short_16: MQZ24KPZSOKCRR52 · pith_short_8: MQZ24KPZ

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/MQZ24KPZSOKCRR52C336LP7OA6 \
  | 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: 6433ae29f9939428c7ba16f7e5bfee079639edfa2c5a1b148d4f48f26b494b6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06a179c3a0ef1aabdf89462f41f460dcf5d8a94156b74880834b98358aa1901a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-11T17:13:31Z",
    "title_canon_sha256": "4de2b857dd45eb2877212c9012bad0d1547c1342d1639492e61e689ded1b0424"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12856",
    "kind": "arxiv",
    "version": 1
  }
}