Pith Number

pith:WUBQS6TS

pith:2026:WUBQS6TSX7FUB67LAY3KRKKPGJ

not attested not anchored not stored refs pending

Beyond Time Series: Spatial Reasoning for Epidemic Forecasting via Multimodal Learning

Alexander Rodr\'iguez, Chenwei Wu, Diana Guadalupe Gomez, Liyue Shen, Zhiyi Wang

arxiv:2606.22171 v1 · 2026-06-20 · 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{WUBQS6TSX7FUB67LAY3KRKKPGJ}

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	2026-06-23T02:13:30.969602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b503097a72bfcb40fbeb0636a8a94f3272a43771a9c3de54c6f9f2c053a1be9b

Aliases

arxiv: 2606.22171 · arxiv_version: 2606.22171v1 · doi: 10.48550/arxiv.2606.22171 · pith_short_12: WUBQS6TSX7FU · pith_short_16: WUBQS6TSX7FUB67L · pith_short_8: WUBQS6TS

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/WUBQS6TSX7FUB67LAY3KRKKPGJ \
  | 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: b503097a72bfcb40fbeb0636a8a94f3272a43771a9c3de54c6f9f2c053a1be9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f40ac7dd957a72778439341e6ec028dd9009aad211c2eb3f10a92d2aac17325d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-20T17:58:17Z",
    "title_canon_sha256": "ce4a3a20b3dfa4d4e484839580f4be3dec39e0e0b1c29720bb6a94e1db1316ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22171",
    "kind": "arxiv",
    "version": 1
  }
}