Pith Number

pith:GI7TDZUT

pith:2024:GI7TDZUTFWHVIDAMENH7L4J6L3

not attested not anchored not stored refs pending

Inter-Series Transformer: Attending to Products in Time Series Forecasting

Brian Quanz, Clemente Ocejo, Georgia Perakis, Hamza Zerhouni, Ioannis Spantidakis, Pavithra Harsha, Rares Cristian

arxiv:2408.03872 v1 · 2024-08-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GI7TDZUTFWHVIDAMENH7L4J6L3}

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	2026-07-05T08:53:12.260159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

323f31e6932d8f540c0c234ff5f13e5ee8c8d14b0c106e91e90b00301c5bd178

Aliases

arxiv: 2408.03872 · arxiv_version: 2408.03872v1 · doi: 10.48550/arxiv.2408.03872 · pith_short_12: GI7TDZUTFWHV · pith_short_16: GI7TDZUTFWHVIDAM · pith_short_8: GI7TDZUT

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/GI7TDZUTFWHVIDAMENH7L4J6L3 \
  | 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: 323f31e6932d8f540c0c234ff5f13e5ee8c8d14b0c106e91e90b00301c5bd178

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54a25e319548d98da1f02ff7ba7771559ee54123513c32994dcc9e9b67a61c41",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-07T16:22:21Z",
    "title_canon_sha256": "89dda841b7c8e479a5caa53a289d8da35880fceb6d901f40221dc15b22066fb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03872",
    "kind": "arxiv",
    "version": 1
  }
}