Pith Number

pith:U437VU2J

pith:2017:U437VU2JDKHCANG4I3TU7ZMNIE

not attested not anchored not stored refs pending

Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction

Alexander Wong, Devinder Kumar, Graham W Taylor

arxiv:1709.01574 v1 · 2017-09-05 · cs.AI · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U437VU2JDKHCANG4I3TU7ZMNIE}

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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	2026-05-18T00:35:54.808035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a737fad3491a8e2034dc46e74fe58d41191682ffe8d6f922367a6ab964de4f1b

Aliases

arxiv: 1709.01574 · arxiv_version: 1709.01574v1 · doi: 10.48550/arxiv.1709.01574 · pith_short_12: U437VU2JDKHC · pith_short_16: U437VU2JDKHCANG4 · pith_short_8: U437VU2J

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/U437VU2JDKHCANG4I3TU7ZMNIE \
  | 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: a737fad3491a8e2034dc46e74fe58d41191682ffe8d6f922367a6ab964de4f1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4db156353985b2cce7e8c4be983a0845b6be1a9efd11ca6365b3f8a17860bf86",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-09-05T19:56:36Z",
    "title_canon_sha256": "b8643d0718b4d10b9e97320eab5ef163e0b54c71e77fd0c690959d830b364dff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.01574",
    "kind": "arxiv",
    "version": 1
  }
}