Pith Number

pith:CSYDYDZH

pith:2022:CSYDYDZHKHA6MH2OECJM5TRQH4

not attested not anchored not stored refs pending

Time-Series K-means in Causal Inference and Mechanism Clustering for Financial Data

Minheng Xiao

arxiv:2202.03146 v7 · 2022-01-24 · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CSYDYDZHKHA6MH2OECJM5TRQH4}

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

Transformers Beyond Order: A Chaos-Markov-Gaussian Framework for Short-Term Sentiment Forecasting of Any Financial OHLC timeseries Data

Receipt and verification

First computed	2026-07-05T11:19:17.235309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14b03c0f2751c1e61f4e2092cece303f384d4e3d71459bb8a43a79ef8aa0ef72

Aliases

arxiv: 2202.03146 · arxiv_version: 2202.03146v7 · doi: 10.48550/arxiv.2202.03146 · pith_short_12: CSYDYDZHKHA6 · pith_short_16: CSYDYDZHKHA6MH2O · pith_short_8: CSYDYDZH

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/CSYDYDZHKHA6MH2OECJM5TRQH4 \
  | 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: 14b03c0f2751c1e61f4e2092cece303f384d4e3d71459bb8a43a79ef8aa0ef72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8096e467dbeb1605cf474b71a115ebfe56e67c7ea3d5438296482d1ed061842",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2022-01-24T17:01:59Z",
    "title_canon_sha256": "d0bb780c72181096b6caadd2ee3bc65e80a87a3fb2e975de4028d625022dc708"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03146",
    "kind": "arxiv",
    "version": 7
  }
}