Pith Number

pith:GSSL23GN

pith:2025:GSSL23GNCVWSP54VOFYQJVYNDJ

not attested not anchored not stored refs pending

ChatGPT and Deepseek: Can They Predict the Stock Market and Macroeconomy?

Guofu Zhou, Guohao Tang, Jian Chen, Wu Zhu

arxiv:2502.10008 v1 · 2025-02-14 · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GSSL23GNCVWSP54VOFYQJVYNDJ}

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

2 papers in Pith

From Hypotheses to Factors: Constrained LLM Agents in Cryptocurrency Markets

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T10:14:15.989305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34a4bd6ccd156d27f795717104d70d1a4b821be90ef42a19cd63a68b1d60ee37

Aliases

arxiv: 2502.10008 · arxiv_version: 2502.10008v1 · doi: 10.48550/arxiv.2502.10008 · pith_short_12: GSSL23GNCVWS · pith_short_16: GSSL23GNCVWSP54V · pith_short_8: GSSL23GN

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/GSSL23GNCVWSP54VOFYQJVYNDJ \
  | 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: 34a4bd6ccd156d27f795717104d70d1a4b821be90ef42a19cd63a68b1d60ee37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f7893a231cc65ab2476fccce6a016b7e5accb1e48cf85f43c0f906fca437d95",
    "cross_cats_sorted": [
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2025-02-14T08:44:39Z",
    "title_canon_sha256": "7be0debdf67a671054219d099319de15708a7372815116c662c199a173e6c7ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10008",
    "kind": "arxiv",
    "version": 1
  }
}