Pith Number

pith:JORBORKE

pith:2020:JORBORKEWNP5RPWFSF64DE7O4M

not attested not anchored not stored refs pending

Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning Techniques

A K Giri, Manav Kaushik

arxiv:2002.10247 v1 · 2020-02-19 · q-fin.ST · cs.LG · econ.EM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JORBORKEWNP5RPWFSF64DE7O4M}

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	2026-07-05T00:43:15.730117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ba2174544b35fd8bec5917dc193eee33770682388432c5457d97a662958192a

Aliases

arxiv: 2002.10247 · arxiv_version: 2002.10247v1 · doi: 10.48550/arxiv.2002.10247 · pith_short_12: JORBORKEWNP5 · pith_short_16: JORBORKEWNP5RPWF · pith_short_8: JORBORKE

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/JORBORKEWNP5RPWFSF64DE7O4M \
  | 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: 4ba2174544b35fd8bec5917dc193eee33770682388432c5457d97a662958192a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a102c525f1c567298aba9b91efa65d07de13b6ea268f398b248a9aacedd1b88b",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.EM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2020-02-19T18:11:57Z",
    "title_canon_sha256": "03f2aa6770c1b34eb625ba1eb91cbd41e4cab689825fd0016ce5bba6af968e37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10247",
    "kind": "arxiv",
    "version": 1
  }
}