Pith Number

pith:2EVONPQ7

pith:2021:2EVONPQ7BNCDFRCWLPUK4DGWJR

not attested not anchored not stored refs pending

BEDS-Bench: Behavior of EHR-models under Distributional Shift--A Benchmark

Anand Avati, Andrew M. Dai, Balaji Lakshminarayanan, Emily Xue, Martin Seneviratne, Zhen Xu

arxiv:2107.08189 v1 · 2021-07-17 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2EVONPQ7BNCDFRCWLPUK4DGWJR}

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	2026-07-05T02:58:46.445012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d12ae6be1f0b4432c4565be8ae0cd64c5525b305cb0a0506ff36b4dfaaa626df

Aliases

arxiv: 2107.08189 · arxiv_version: 2107.08189v1 · doi: 10.48550/arxiv.2107.08189 · pith_short_12: 2EVONPQ7BNCD · pith_short_16: 2EVONPQ7BNCDFRCW · pith_short_8: 2EVONPQ7

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/2EVONPQ7BNCDFRCWLPUK4DGWJR \
  | 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: d12ae6be1f0b4432c4565be8ae0cd64c5525b305cb0a0506ff36b4dfaaa626df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b345bda25ebab0833bf9d526722f5840a5106315310d4c4fbe7bc04a8719a7cc",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-17T05:53:24Z",
    "title_canon_sha256": "9c4171fa38d7deb808f61dc67c459d914aaeab3a8d0549941470dac92d915253"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.08189",
    "kind": "arxiv",
    "version": 1
  }
}