Pith. sign in
Pith Number

pith:E6GIKKAZ

pith:2021:E6GIKKAZ6GW7D5H45F7NFVLG5S
not attested not anchored not stored refs pending

Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences

Adrian Caruana, Daniel Catchpoole, Madhushi Bandara, Paul J Kennedy

arxiv:2110.01160 v1 · 2021-10-04 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{E6GIKKAZ6GW7D5H45F7NFVLG5S}

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 2026-07-05T03:19:52.387196Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

278c852819f1adf1f4fce97ed2d566ec943a4ca5527fff4952e5000edf5d8822

Aliases

arxiv: 2110.01160 · arxiv_version: 2110.01160v1 · doi: 10.48550/arxiv.2110.01160 · pith_short_12: E6GIKKAZ6GW7 · pith_short_16: E6GIKKAZ6GW7D5H4 · pith_short_8: E6GIKKAZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/E6GIKKAZ6GW7D5H45F7NFVLG5S \
  | 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: 278c852819f1adf1f4fce97ed2d566ec943a4ca5527fff4952e5000edf5d8822
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "66e9af398af7078c55160b0b8fda862a60b38ba037c4d3fa405bc6bcb295b738",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-04T02:52:14Z",
    "title_canon_sha256": "e4a70a4e7455882c059ef14cc053ec9f2a4b1d1baa3dbf69ca656773de7ffa29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.01160",
    "kind": "arxiv",
    "version": 1
  }
}