Pith Number

pith:OTSRQ4G2

pith:2023:OTSRQ4G2S54BZUUJ2ZJ5UEWBCV

not attested not anchored not stored refs pending

Stock Market Price Prediction: A Hybrid LSTM and Sequential Self-Attention based Approach

Ahmed M. Abdelmoniem, Karan Pardeshi, Sukhpal Singh Gill

arxiv:2308.04419 v1 · 2023-08-07 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OTSRQ4G2S54BZUUJ2ZJ5UEWBCV}

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	2026-07-05T08:48:10.808734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74e51870da97781cd289d653da12c115549c5d3ea9c8198f76351d18db7e47af

Aliases

arxiv: 2308.04419 · arxiv_version: 2308.04419v1 · doi: 10.48550/arxiv.2308.04419 · pith_short_12: OTSRQ4G2S54B · pith_short_16: OTSRQ4G2S54BZUUJ · pith_short_8: OTSRQ4G2

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/OTSRQ4G2S54BZUUJ2ZJ5UEWBCV \
  | 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: 74e51870da97781cd289d653da12c115549c5d3ea9c8198f76351d18db7e47af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32337ca9a0f2340e4a02db620c8f39e2f7e343fd38dc5cb0e685dbe13ee0516a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-07T14:21:05Z",
    "title_canon_sha256": "7ff8cda302fe93357bc1ada5e6ce778f656b944c0c898a1298fa881248dd05fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.04419",
    "kind": "arxiv",
    "version": 1
  }
}