Pith Number

pith:KGMXZPFY

pith:2026:KGMXZPFYH3YPUSAPY2BIKAAL3K

not attested not anchored not stored refs pending

TimeSAE: Causal Sparse Decoding for Faithful Explanations of Black-Box Time Series Models

Khalid Oublal, Qi Gan, Quentin Bouniot, Stephan Cl\'emen\c{c}on, Zeynep Akata

arxiv:2601.09776 v2 · 2026-01-14 · 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{KGMXZPFYH3YPUSAPY2BIKAAL3K}

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	2026-07-14T01:20:51.432807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51997cbcb83ef0fa480fc68285000bda9b820b09a19745a9363e514b1d54b17e

Aliases

arxiv: 2601.09776 · arxiv_version: 2601.09776v2 · doi: 10.48550/arxiv.2601.09776 · pith_short_12: KGMXZPFYH3YP · pith_short_16: KGMXZPFYH3YPUSAP · pith_short_8: KGMXZPFY

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/KGMXZPFYH3YPUSAPY2BIKAAL3K \
  | 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: 51997cbcb83ef0fa480fc68285000bda9b820b09a19745a9363e514b1d54b17e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aeb649556175189ac8b564ad5467b837ca6269d07894cabdeb0173b803035fbe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-14T18:13:32Z",
    "title_canon_sha256": "1d7330898ecc927fe4b13c522e0a34cc3f1ace4fedde436ff3f4437548ae86a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.09776",
    "kind": "arxiv",
    "version": 2
  }
}