Pith Number

pith:2VOXYTMQ

pith:2024:2VOXYTMQAMZCHKJNDLGHZ5KGQQ

not attested not anchored not stored refs pending

Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach

Andi Chen, Haowei Ni, Panfeng Li, Qifu Yin, Shiyao Zhang, Shuchen Meng, Xupeng Chen, Yuanqing Wang, Yuxi Chan, Ziqing Zhao

arxiv:2408.06634 v2 · 2024-08-13 · q-fin.CP · cs.AI · cs.CL · cs.LG · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2VOXYTMQAMZCHKJNDLGHZ5KGQQ}

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

Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models

Receipt and verification

First computed	2026-07-05T09:34:17.447323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d55d7c4d90033223a92d1acc7cf54684334f036501ffb8090ff6522c006ee8f0

Aliases

arxiv: 2408.06634 · arxiv_version: 2408.06634v2 · doi: 10.48550/arxiv.2408.06634 · pith_short_12: 2VOXYTMQAMZC · pith_short_16: 2VOXYTMQAMZCHKJN · pith_short_8: 2VOXYTMQ

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/2VOXYTMQAMZCHKJNDLGHZ5KGQQ \
  | 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: d55d7c4d90033223a92d1acc7cf54684334f036501ffb8090ff6522c006ee8f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a6fc7c0d88d7f15768827f6d018859b3f6c61627ccf0b7c4b33b2eefa37cc2c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "q-fin.ST"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-08-13T04:53:31Z",
    "title_canon_sha256": "3ab6673e9a8fb57554a11418029bd904819cce4736eeb8b6024ce1641ffcca46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06634",
    "kind": "arxiv",
    "version": 2
  }
}