Pith Number

pith:XPGOEUL2

pith:2026:XPGOEUL2UPAYCT4HITDBRFHNQH

not attested not anchored not stored refs pending

Global Explanations for Multivariate Time Series Forecasting Models via $K$-Order Markov Approximations

Amadeo Tunyi

arxiv:2606.27599 v1 · 2026-06-25 · 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{XPGOEUL2UPAYCT4HITDBRFHNQH}

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	2026-06-29T00:14:11.189632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbcce2517aa3c1814f8744c61894ed81e79ebf383dc9fe0073a0661f796dcabd

Aliases

arxiv: 2606.27599 · arxiv_version: 2606.27599v1 · doi: 10.48550/arxiv.2606.27599 · pith_short_12: XPGOEUL2UPAY · pith_short_16: XPGOEUL2UPAYCT4H · pith_short_8: XPGOEUL2

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/XPGOEUL2UPAYCT4HITDBRFHNQH \
  | 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: bbcce2517aa3c1814f8744c61894ed81e79ebf383dc9fe0073a0661f796dcabd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcbff2753ad0a5af25e0a5055bfadc918f808bd5654d3c7d8313de403ce129d0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-25T23:09:03Z",
    "title_canon_sha256": "c3130676e634735e3094d15f6f15b16391ef176d0df5b2e30d0426a1c7b7f252"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27599",
    "kind": "arxiv",
    "version": 1
  }
}