Pith Number

pith:55GEZ5RY

pith:2025:55GEZ5RYWPEMITBDXMEOEUGS36

not attested not anchored not stored refs pending

Integrating Traditional Technical Analysis with AI: A Multi-Agent LLM-Based Approach to Stock Market Forecasting

Jaros{\l}aw A. Chudziak, Micha{\l} Wawer

arxiv:2506.16813 v1 · 2025-06-20 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{55GEZ5RYWPEMITBDXMEOEUGS36}

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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

1 paper in Pith

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective

Receipt and verification

First computed	2026-07-05T11:24:43.364998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef4c4cf638b3c8c44c23bb08e250d2dfa98fbcd1f0d2235ab9df045a4f5fd25a

Aliases

arxiv: 2506.16813 · arxiv_version: 2506.16813v1 · doi: 10.48550/arxiv.2506.16813 · pith_short_12: 55GEZ5RYWPEM · pith_short_16: 55GEZ5RYWPEMITBD · pith_short_8: 55GEZ5RY

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/55GEZ5RYWPEMITBDXMEOEUGS36 \
  | 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: ef4c4cf638b3c8c44c23bb08e250d2dfa98fbcd1f0d2235ab9df045a4f5fd25a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15a4dcdf375906e7c1ca552cb1816f91644bc2f0c511076f0897dadedddbc270",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-06-20T08:03:36Z",
    "title_canon_sha256": "d0dcc8c64b657ddf40001f7d2cd4039164d19a1a9ad5a3c9ca6fa9b88bc3988f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16813",
    "kind": "arxiv",
    "version": 1
  }
}