Pith Number

pith:QXFUZZOC

pith:2026:QXFUZZOCA4PDI3RPPJT3Z5ICOG

not attested not anchored not stored refs pending

Few-Shot Large Language Models for Actionable Triage Categorization of Online Patient Inquiries

Jiafu Li, Liqi Zhou

arxiv:2605.15680 v1 · 2026-05-15 · cs.CL · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QXFUZZOCA4PDI3RPPJT3Z5ICOG}

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	2026-05-20T00:01:12.021296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85cb4ce5c2071e346e2f7a67bcf50271b6e35c72335f6a8a4bbe3981f8225fd3

Aliases

arxiv: 2605.15680 · arxiv_version: 2605.15680v1 · doi: 10.48550/arxiv.2605.15680 · pith_short_12: QXFUZZOCA4PD · pith_short_16: QXFUZZOCA4PDI3RP · pith_short_8: QXFUZZOC

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/QXFUZZOCA4PDI3RPPJT3Z5ICOG \
  | 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: 85cb4ce5c2071e346e2f7a67bcf50271b6e35c72335f6a8a4bbe3981f8225fd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9f12665350ab9e5e5a12cac24da46a62365aebd200a7f6f0bdfb975803b77d9",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-15T07:02:17Z",
    "title_canon_sha256": "2d9273f5d44daae2d13f67c80b7a3e045d0b478b4d196005a910efb0817545c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15680",
    "kind": "arxiv",
    "version": 1
  }
}