Pith Number

pith:PKBG4ENC

pith:2026:PKBG4ENCY3ZHGNPYFIYD6LLFHN

not attested not anchored not stored refs pending

SAGA: A Sequence-Adaptive Generative Architecture for Multi-Horizon Probabilistic Forecasting with Adaptive Temporal Conformal Prediction

Gustav Olaf Yunus Laitinen-Fredriksson Lundstr\"om-Imanov, Hafize Gonca C\"omert

arxiv:2605.19014 v1 · 2026-05-18 · cs.LG · econ.EM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PKBG4ENCY3ZHGNPYFIYD6LLFHN}

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	2026-05-20T01:04:42.502825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a826e11a2c6f27335f82a303f2d653b4647db4a79f5359c00d403b8b2f955f6

Aliases

arxiv: 2605.19014 · arxiv_version: 2605.19014v1 · doi: 10.48550/arxiv.2605.19014 · pith_short_12: PKBG4ENCY3ZH · pith_short_16: PKBG4ENCY3ZHGNPY · pith_short_8: PKBG4ENC

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/PKBG4ENCY3ZHGNPYFIYD6LLFHN \
  | 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: 7a826e11a2c6f27335f82a303f2d653b4647db4a79f5359c00d403b8b2f955f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ec0ba7d4903001039f55f8daa12561451ca8bf67586720f17bb1d661898ce64",
    "cross_cats_sorted": [
      "econ.EM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-18T18:35:20Z",
    "title_canon_sha256": "af01db3e65221db59fc3ffebb0d5a3e2379226b111b134bb7bc440da9f22576b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19014",
    "kind": "arxiv",
    "version": 1
  }
}