Pith Number

pith:IM2HNWPU

pith:2024:IM2HNWPUXFXXL3KLC67PSWNWI7

not attested not anchored not stored refs pending

Machine Learning the Macroeconomic Effects of Financial Shocks

Florian Huber, Karin Klieber, Massimiliano Marcellino, Niko Hauzenberger

arxiv:2412.07649 v1 · 2024-12-10 · econ.EM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IM2HNWPUXFXXL3KLC67PSWNWI7}

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	2026-07-05T09:47:12.881393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

433476d9f4b96f75ed4b17bef959b647edc5cc5cbc3edb5859a911c45d4683a4

Aliases

arxiv: 2412.07649 · arxiv_version: 2412.07649v1 · doi: 10.48550/arxiv.2412.07649 · pith_short_12: IM2HNWPUXFXX · pith_short_16: IM2HNWPUXFXXL3KL · pith_short_8: IM2HNWPU

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/IM2HNWPUXFXXL3KLC67PSWNWI7 \
  | 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: 433476d9f4b96f75ed4b17bef959b647edc5cc5cbc3edb5859a911c45d4683a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb06d496cf866a2c3cea627479a3c155b9353f7a8490c78c6759231708b300d0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2024-12-10T16:34:56Z",
    "title_canon_sha256": "2a4fa7b8aaadf28dce99c5d6fb947751719eedd29fd17f3ba9299b5ad0e87c2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07649",
    "kind": "arxiv",
    "version": 1
  }
}