Pith Number

pith:PYEHLT6H

pith:2023:PYEHLT6HPUQ6CATZDORDM4X7G2

not attested not anchored not stored refs pending

Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting

Andrea Cini, Cesare Alippi, Danilo Mandic

arxiv:2305.19183 v2 · 2023-05-30 · 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{PYEHLT6HPUQ6CATZDORDM4X7G2}

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.

Cited by

1 paper in Pith

STEPS: A Temporal Smooth Error Propagation Solver on the Manifolds for Test-Time Adaptation in Time Series Forecasting

Receipt and verification

First computed	2026-07-05T08:57:33.270745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0875cfc77d21e102791ba23672ff36a11e5bf182aff90142c80b7234ab4f9a

Aliases

arxiv: 2305.19183 · arxiv_version: 2305.19183v2 · doi: 10.48550/arxiv.2305.19183 · pith_short_12: PYEHLT6HPUQ6 · pith_short_16: PYEHLT6HPUQ6CATZ · pith_short_8: PYEHLT6H

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/PYEHLT6HPUQ6CATZDORDM4X7G2 \
  | 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: 7e0875cfc77d21e102791ba23672ff36a11e5bf182aff90142c80b7234ab4f9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a093c839aba050b2fb0b80adf2af2b3ec68a4ef53c1adcdc2a5fde4b76ddb74f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T16:27:25Z",
    "title_canon_sha256": "542ed9cfda91128e99243011145f014fa8d0a1e918115951a154eb5d962cdb3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19183",
    "kind": "arxiv",
    "version": 2
  }
}