Pith Number

pith:WYBYTDMW

pith:2025:WYBYTDMWDADVSBZQKJXMH7CG5F

not attested not anchored not stored refs pending

Temporal Window Smoothing of Exogenous Variables for Improved Time Series Prediction

Mustafa Kamal, Nabeel Mohammed, Niyaz Bin Hashem, Robin Krambroeckers, Shafin Rahman

arxiv:2507.05284 v1 · 2025-07-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WYBYTDMWDADVSBZQKJXMH7CG5F}

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	2026-07-05T11:33:27.547258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b603898d961807590730526ec3fc46e95fd0b43e4679f32e5c2d2a9069ca966c

Aliases

arxiv: 2507.05284 · arxiv_version: 2507.05284v1 · doi: 10.48550/arxiv.2507.05284 · pith_short_12: WYBYTDMWDADV · pith_short_16: WYBYTDMWDADVSBZQ · pith_short_8: WYBYTDMW

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/WYBYTDMWDADVSBZQKJXMH7CG5F \
  | 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: b603898d961807590730526ec3fc46e95fd0b43e4679f32e5c2d2a9069ca966c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa7a013945eb26e85bdb3b994751823d177793d8448637c324a6251e4260953c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-04T17:27:55Z",
    "title_canon_sha256": "59bec582abd4eefa27d67949c77f484be9082004bde4c282eae54980c3e2a0e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05284",
    "kind": "arxiv",
    "version": 1
  }
}