Pith Number

pith:QHFCSWBR

pith:2024:QHFCSWBRSNL77UPETZJCLK7UKV

not attested not anchored not stored refs pending

StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction

Amit Kumar, Chang-Tien Lu, Linhan Wang, Shang-Ching Liu, Shengkun Wang, Taoran Ji, Yanshen Sun

arxiv:2409.08281 v1 · 2024-08-25 · q-fin.ST · cs.AI · cs.CE · 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{QHFCSWBRSNL77UPETZJCLK7UKV}

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

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

Receipt and verification

First computed	2026-07-05T09:06:28.651289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81ca2958319357ffd1e49e5225abf455696dc424a29c4e80c9ec33cdaed775b7

Aliases

arxiv: 2409.08281 · arxiv_version: 2409.08281v1 · doi: 10.48550/arxiv.2409.08281 · pith_short_12: QHFCSWBRSNL7 · pith_short_16: QHFCSWBRSNL77UPE · pith_short_8: QHFCSWBR

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/QHFCSWBRSNL77UPETZJCLK7UKV \
  | 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: 81ca2958319357ffd1e49e5225abf455696dc424a29c4e80c9ec33cdaed775b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00ce042002f63fe085b7defc011677b9386da2731c657449dda6e2bb4eea8252",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2024-08-25T00:50:33Z",
    "title_canon_sha256": "c76f95d3a36ac6897abd4d0a4c3a663dd0c53257514453231a9636702dc9d6a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08281",
    "kind": "arxiv",
    "version": 1
  }
}