pith. sign in
Pith Number

pith:7Z2TRHSB

pith:2026:7Z2TRHSB3H4YXDVTD2LHBO33MJ
not attested not anchored not stored refs pending

Macro-aware time series forecasting via hierarchical mixed-frequency attention models

Andr\'e Fujita, Daniel Cunha Oliveira, Kieran Wood, Mihai Cucuringu, Stefan Zohren

arxiv:2606.00624 v1 · 2026-05-30 · q-fin.ST · q-fin.CP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7Z2TRHSB3H4YXDVTD2LHBO33MJ}

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 2026-06-02T01:04:00.142129Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fe75389e41d9f98b8eb31e9670bb7b625af505c5a39b857ca4fe8acc9dba9d5c

Aliases

arxiv: 2606.00624 · arxiv_version: 2606.00624v1 · doi: 10.48550/arxiv.2606.00624 · pith_short_12: 7Z2TRHSB3H4Y · pith_short_16: 7Z2TRHSB3H4YXDVT · pith_short_8: 7Z2TRHSB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7Z2TRHSB3H4YXDVTD2LHBO33MJ \
  | 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: fe75389e41d9f98b8eb31e9670bb7b625af505c5a39b857ca4fe8acc9dba9d5c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "87d39351d02aa9e4a64aa500365bf44c24f13921613a85784f8d8d8ab17d07c5",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2026-05-30T08:56:32Z",
    "title_canon_sha256": "90ae54595755ba21d0e65eeec00f9dca414f63b7276cbec9416e177959de8aa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00624",
    "kind": "arxiv",
    "version": 1
  }
}