Pith Number

pith:ZLWCMNCR

pith:2024:ZLWCMNCRINGMIDKTNLS6BC6RUL

not attested not anchored not stored refs pending

EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods

Deshinta Arrova Dewi, Hongcheng Ding, Ruiting Deng, Shamsul Nahar Abdullah, Xuanze Zhao

arxiv:2408.13214 v2 · 2024-08-23 · q-fin.CP · cs.AI · cs.CE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZLWCMNCRINGMIDKTNLS6BC6RUL}

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	2026-07-05T11:28:11.063030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

caec263451434cc40d536ae5e08bd1a2f64b92ceabc7d5a003e01405a6d49053

Aliases

arxiv: 2408.13214 · arxiv_version: 2408.13214v2 · doi: 10.48550/arxiv.2408.13214 · pith_short_12: ZLWCMNCRINGM · pith_short_16: ZLWCMNCRINGMIDKT · pith_short_8: ZLWCMNCR

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/ZLWCMNCRINGMIDKTNLS6BC6RUL \
  | 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: caec263451434cc40d536ae5e08bd1a2f64b92ceabc7d5a003e01405a6d49053

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ef9f5bcfa9564b82b2f37599ece0126278d231a386dd567a60bbf9abaa6c74f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-08-23T16:46:36Z",
    "title_canon_sha256": "79f885bbdae0dcdc43f3b92efc3cc0cde73dd353a9ed6c994d449e3daa35e9bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13214",
    "kind": "arxiv",
    "version": 2
  }
}