Pith. sign in
Pith Number

pith:R3G57OMU

pith:2022:R3G57OMURUP4KESNOYMEQN3742
not attested not anchored not stored refs pending

Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records

Daeyoung Kim, Edward Choi, Seongsu Bae, Seungho Kim

arxiv:2203.06918 v2 · 2022-03-14 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{R3G57OMURUP4KESNOYMEQN3742}

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 2026-07-05T04:15:01.083054Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8ecddfb9948d1fc5124d761848377fe6ae4265081c9888116a645a4322ffe819

Aliases

arxiv: 2203.06918 · arxiv_version: 2203.06918v2 · doi: 10.48550/arxiv.2203.06918 · pith_short_12: R3G57OMURUP4 · pith_short_16: R3G57OMURUP4KESN · pith_short_8: R3G57OMU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/R3G57OMURUP4KESNOYMEQN3742 \
  | 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: 8ecddfb9948d1fc5124d761848377fe6ae4265081c9888116a645a4322ffe819
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8328e04bb7903eced7e53bda51126e71279c8128e50f8459d9a7e22dc57e6d97",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-14T08:12:16Z",
    "title_canon_sha256": "b0b89ab8a95af3449601d0fb9db6efe9df07e9581d568addf2bfaf23f35f5657"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06918",
    "kind": "arxiv",
    "version": 2
  }
}