pith. sign in
Pith Number

pith:XJMHPS5G

pith:2026:XJMHPS5GG2XQKLSEBHIHWH2PH2
not attested not anchored not stored refs pending

Design a Reliable LLM-Integrated Interface for Mortality Forecasting

Thi Kim Ngan Nguyen

arxiv:2606.06235 v1 · 2026-06-04 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XJMHPS5GG2XQKLSEBHIHWH2PH2}

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 2026-06-05T01:15:38.900147Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ba5877cba636af052e4409d07b1f4f3e88c51a5ab09065e1548c668b575a49ad

Aliases

arxiv: 2606.06235 · arxiv_version: 2606.06235v1 · doi: 10.48550/arxiv.2606.06235 · pith_short_12: XJMHPS5GG2XQ · pith_short_16: XJMHPS5GG2XQKLSE · pith_short_8: XJMHPS5G
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XJMHPS5GG2XQKLSEBHIHWH2PH2 \
  | 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: ba5877cba636af052e4409d07b1f4f3e88c51a5ab09065e1548c668b575a49ad
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b33caa03f1a054cfb267199a11182880baf398ef14602f087b275926b8ceb2ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T14:41:07Z",
    "title_canon_sha256": "45c7fa0e86f0de365cc4cf8a2f9fc22e69a74242a721005a1a120dd77617d876"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06235",
    "kind": "arxiv",
    "version": 1
  }
}