Pith Number

pith:IQHACK4Y

pith:2025:IQHACK4YXM3EUNVVHKVKKFY7R2

not attested not anchored not stored refs pending

Auditable Context-Aware HFMD Forecasting with Structured LLM Agents

Chen Xiong, Dongmei Yu, Gong Yunhan, Ji Jiansong, Joongwon Chae, Lian Zhang, Peiwu Qin, Runming Wang

arxiv:2511.23276 v2 · 2025-11-28 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IQHACK4YXM3EUNVVHKVKKFY7R2}

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	2026-07-15T00:21:14.535976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

440e012b98bb364a36b53aaaa5171f8ebf88bee822c6ac0b1ebba11122e9db43

Aliases

arxiv: 2511.23276 · arxiv_version: 2511.23276v2 · doi: 10.48550/arxiv.2511.23276 · pith_short_12: IQHACK4YXM3E · pith_short_16: IQHACK4YXM3EUNVV · pith_short_8: IQHACK4Y

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/IQHACK4YXM3EUNVVHKVKKFY7R2 \
  | 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: 440e012b98bb364a36b53aaaa5171f8ebf88bee822c6ac0b1ebba11122e9db43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e85c555d856132f7211195a0db1f403910afbc088940bc6d3e12cf2fb0d1bc73",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-28T15:29:26Z",
    "title_canon_sha256": "f7c5a095a3f878424ab00bde2b90d4fb3f4daa4354bb75bea55d2321b8d6cd59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.23276",
    "kind": "arxiv",
    "version": 2
  }
}