Pith Number

pith:HUOD4KPF

pith:2024:HUOD4KPFLRFF572AW6OUCDSXSF

not attested not anchored not stored refs pending

Large Language Models for Patient Comments Multi-Label Classification

Franziska Jovin, Hajar Sakai, Joshua Bosire, Mohammadsadegh Mikaeili, Sarah S. Lam

arxiv:2410.23528 v3 · 2024-10-31 · 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{HUOD4KPFLRFF572AW6OUCDSXSF}

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

From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics

Receipt and verification

First computed	2026-07-05T10:17:13.017480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d1c3e29e55c4a5eff40b79d410e579145161aef52355cd95ae081afa975b2ce

Aliases

arxiv: 2410.23528 · arxiv_version: 2410.23528v3 · doi: 10.48550/arxiv.2410.23528 · pith_short_12: HUOD4KPFLRFF · pith_short_16: HUOD4KPFLRFF572A · pith_short_8: HUOD4KPF

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/HUOD4KPFLRFF572AW6OUCDSXSF \
  | 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: 3d1c3e29e55c4a5eff40b79d410e579145161aef52355cd95ae081afa975b2ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e16c2c15cca37f02180df8a0ba14383a5edb3ac4f343471802c35f8ee6df62b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-31T00:29:52Z",
    "title_canon_sha256": "e036e0d99f4cdc5325fe1e50219859847f71bf660c43528d99411dc725f238c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23528",
    "kind": "arxiv",
    "version": 3
  }
}