pith. sign in
Pith Number

pith:PMOOIUUN

pith:2026:PMOOIUUNWZZPTP7AKMSH5N2PPF
not attested not anchored not stored refs pending

Understanding Key Features of Time Series Foundation Models from Epidemic Forecasting

Alireza Jafari, Aniruddha Adiga, Geoffrey C. Fox, Judy Fox, Madhav Marathe

arxiv:2606.19560 v1 · 2026-06-17 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PMOOIUUNWZZPTP7AKMSH5N2PPF}

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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 2026-06-19T16:12:28.946907Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7b1ce4528db672f9bfe053247eb74f7945c0d7395372f6c52cbba7080dd0653f

Aliases

arxiv: 2606.19560 · arxiv_version: 2606.19560v1 · doi: 10.48550/arxiv.2606.19560 · pith_short_12: PMOOIUUNWZZP · pith_short_16: PMOOIUUNWZZPTP7A · pith_short_8: PMOOIUUN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PMOOIUUNWZZPTP7AKMSH5N2PPF \
  | 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: 7b1ce4528db672f9bfe053247eb74f7945c0d7395372f6c52cbba7080dd0653f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7f247b48cad35033c79b6116c316ae1872bea06039ae066a336b5edf6ac72da1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-17T20:01:48Z",
    "title_canon_sha256": "99824de046739a1ad76f3930c0d79537bb202c3c7bd739ceff18690377b76cbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19560",
    "kind": "arxiv",
    "version": 1
  }
}