Pith Number

pith:G3SVQX4Z

pith:2019:G3SVQX4Z6NC643TBVEUG22EIGV

not attested not anchored not stored refs pending

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

Chan Ho So, Jaewoo Kang, Jinkyu Kim, Minbyul Jeong, Raehyun Kim, Sanghoon Lee

arxiv:1908.07999 v3 · 2019-08-07 · q-fin.ST · cs.AI · cs.CE

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

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\usepackage{pith}
\pithnumber{G3SVQX4Z6NC643TBVEUG22EIGV}

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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.

Cited by

2 papers in Pith

Game-Theoretic Modeling of Heterogeneous Investor Interactions for Stock Price Forecasting

Reasoning through Verifiable Forecast Actions: Consistency-Grounded RL for Financial LLMs

Receipt and verification

First computed	2026-07-05T00:18:39.667529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36e5585f99f345ee6e61a9286d688835594fb6eaae563f9a5cf15d8e30adbade

Aliases

arxiv: 1908.07999 · arxiv_version: 1908.07999v3 · doi: 10.48550/arxiv.1908.07999 · pith_short_12: G3SVQX4Z6NC6 · pith_short_16: G3SVQX4Z6NC643TB · pith_short_8: G3SVQX4Z

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/G3SVQX4Z6NC643TBVEUG22EIGV \
  | 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: 36e5585f99f345ee6e61a9286d688835594fb6eaae563f9a5cf15d8e30adbade

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da3fdba9ef898aa920e640954578045813755ed7bff3964ed65c74eff88a4ed8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2019-08-07T07:29:52Z",
    "title_canon_sha256": "4286b40b4d39de3c5e61222d93a56f4fbcf880f39eef3ee77db06a3f221a0863"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.07999",
    "kind": "arxiv",
    "version": 3
  }
}