Pith Number

pith:BNA3ZLAL

pith:2024:BNA3ZLALMH7VQ7AQJIDYTTAQSY

not attested not anchored not stored refs pending

AALF: Almost Always Linear Forecasting

Matthias Jakobs, Thomas Liebig

arxiv:2409.10142 v2 · 2024-09-16 · 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{BNA3ZLALMH7VQ7AQJIDYTTAQSY}

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	2026-07-05T10:01:36.503338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b41bcac0b61ff587c104a0789cc10960483a9f549b7758336caff22570ddacb

Aliases

arxiv: 2409.10142 · arxiv_version: 2409.10142v2 · doi: 10.48550/arxiv.2409.10142 · pith_short_12: BNA3ZLALMH7V · pith_short_16: BNA3ZLALMH7VQ7AQ · pith_short_8: BNA3ZLAL

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/BNA3ZLALMH7VQ7AQJIDYTTAQSY \
  | 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: 0b41bcac0b61ff587c104a0789cc10960483a9f549b7758336caff22570ddacb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bb2177dca93ad78ea00ed14bf80b3ad700dd9b3c29f9724573aaa12654214ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-16T10:13:09Z",
    "title_canon_sha256": "8d689f5e4cd6405ed9348651e048861e7e104daa180246d7e3e39cb48f46e772"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10142",
    "kind": "arxiv",
    "version": 2
  }
}