Pith Number

pith:CBWBARPY

pith:2021:CBWBARPYW4IF3KAD3IRM6WBO26

not attested not anchored not stored refs pending

Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection

Kieran Wood, Stefan Zohren, Stephen Roberts

arxiv:2105.13727 v3 · 2021-05-28 · stat.ML · cs.LG · q-fin.TR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBWBARPYW4IF3KAD3IRM6WBO26}

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

Realised Volatility Forecasting: Machine Learning via Financial Word Embedding

Receipt and verification

First computed	2026-07-05T03:42:01.278534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

106c1045f8b7105da803da22cf582ed7a3b0d6e937e6b4e65abb02c2fc064087

Aliases

arxiv: 2105.13727 · arxiv_version: 2105.13727v3 · doi: 10.48550/arxiv.2105.13727 · pith_short_12: CBWBARPYW4IF · pith_short_16: CBWBARPYW4IF3KAD · pith_short_8: CBWBARPY

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/CBWBARPYW4IF3KAD3IRM6WBO26 \
  | 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: 106c1045f8b7105da803da22cf582ed7a3b0d6e937e6b4e65abb02c2fc064087

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88e6c42fa7ca6b57e9247471ff1f1b749ae76e067d750576e1e2a84fd9e4119f",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.TR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-05-28T10:46:53Z",
    "title_canon_sha256": "4f3f046118d958874bb404517ac6b422692fc43d4375ebc985fd0044cf7beaab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13727",
    "kind": "arxiv",
    "version": 3
  }
}