Pith Number

pith:2THMFVP6

pith:2024:2THMFVP6X66DLOOB42RNG6FHJI

not attested not anchored not stored refs pending

Financial Fine-tuning a Large Time Series Model

Kentaro Imajo, Masanori Hirano, Xinghong Fu

arxiv:2412.09880 v1 · 2024-12-13 · q-fin.CP · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2THMFVP6X66DLOOB42RNG6FHJI}

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

CALM: A Framework for Continuous, Adaptive, and LLM-Mediated Anomaly Detection in Time-Series Streams

Receipt and verification

First computed	2026-07-05T09:48:43.306131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4cec2d5febfbc35b9c1e6a2d378a74a1c224d95c096100afe81a0377fa534ff

Aliases

arxiv: 2412.09880 · arxiv_version: 2412.09880v1 · doi: 10.48550/arxiv.2412.09880 · pith_short_12: 2THMFVP6X66D · pith_short_16: 2THMFVP6X66DLOOB · pith_short_8: 2THMFVP6

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/2THMFVP6X66DLOOB42RNG6FHJI \
  | 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: d4cec2d5febfbc35b9c1e6a2d378a74a1c224d95c096100afe81a0377fa534ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbdc5dd3c5b1120fde9965af54509d6056cd767ff7c510ef8f2e30758b256967",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-12-13T05:51:00Z",
    "title_canon_sha256": "285a53c2652562f18520887baa8758b63cc54c9c7aaf75d33a284525dc718a13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09880",
    "kind": "arxiv",
    "version": 1
  }
}