Pith Number

pith:6TLXZ5ZD

pith:2023:6TLXZ5ZDS57BPBF6BIGW4BXJJK

not attested not anchored not stored refs pending

Event-Based Contrastive Learning for Medical Time Series

Aparna Balagopalan, Bryan Jangeesingh, Collin Stultz, Hyewon Jeong, Marzyeh Ghassemi, Matthew McDermott, Nassim Oufattole

arxiv:2312.10308 v4 · 2023-12-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6TLXZ5ZDS57BPBF6BIGW4BXJJK}

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.

Cited by

1 paper in Pith

NEST: Nested Event Stream Transformer for Sequences of Multisets

Receipt and verification

First computed	2026-07-05T08:53:18.908603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4d77cf723977e1784be0a0d6e06e94aafcc6b16e607d8912b0cceb6ea43ee8d

Aliases

arxiv: 2312.10308 · arxiv_version: 2312.10308v4 · doi: 10.48550/arxiv.2312.10308 · pith_short_12: 6TLXZ5ZDS57B · pith_short_16: 6TLXZ5ZDS57BPBF6 · pith_short_8: 6TLXZ5ZD

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/6TLXZ5ZDS57BPBF6BIGW4BXJJK \
  | 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: f4d77cf723977e1784be0a0d6e06e94aafcc6b16e607d8912b0cceb6ea43ee8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da8d6304a25ab34160b9ad708836cca4f2106f5381736a6626de15dddf131aea",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-16T03:50:24Z",
    "title_canon_sha256": "be8cfc9ccdbd7dcf9fbbe557dd424115ae40117e5a99e1f3a00fe59d5af5ecb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10308",
    "kind": "arxiv",
    "version": 4
  }
}