Pith Number

pith:QP3AEZSS

pith:2025:QP3AEZSSDHOH4PCXLTCZBVCUCW

not attested not anchored not stored refs pending

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

Arif Pathan

arxiv:2506.17244 v1 · 2025-06-06 · q-fin.ST · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QP3AEZSSDHOH4PCXLTCZBVCUCW}

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	2026-07-05T11:25:14.201124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83f602665219dc7e3c575cc590d45415afb63a19d6ad0dc2a8bf0ff614f354af

Aliases

arxiv: 2506.17244 · arxiv_version: 2506.17244v1 · doi: 10.48550/arxiv.2506.17244 · pith_short_12: QP3AEZSSDHOH · pith_short_16: QP3AEZSSDHOH4PCX · pith_short_8: QP3AEZSS

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/QP3AEZSSDHOH4PCXLTCZBVCUCW \
  | 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: 83f602665219dc7e3c575cc590d45415afb63a19d6ad0dc2a8bf0ff614f354af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd3c599d7dde5034feb574b8f73ff41ab97c31aad7b6bd4f96473c2244fd1091",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2025-06-06T09:53:13Z",
    "title_canon_sha256": "2aacb1aba01dba6da5b4ab613e083ecc0b9ff2d370d7566eacd61816c4a6b2f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17244",
    "kind": "arxiv",
    "version": 1
  }
}