Pith Number

pith:KCYGEKPF

pith:2020:KCYGEKPFIK6PMUNJJVOQOIO5FR

not attested not anchored not stored refs pending

The Macroeconomy as a Random Forest

Philippe Goulet Coulombe

arxiv:2006.12724 v3 · 2020-06-23 · 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{KCYGEKPFIK6PMUNJJVOQOIO5FR}

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	2026-07-05T02:20:28.837916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50b06229e542bcf651a94d5d0721dd2c6b7211bd3a7d8f8b5b5de16557a12c41

Aliases

arxiv: 2006.12724 · arxiv_version: 2006.12724v3 · doi: 10.48550/arxiv.2006.12724 · pith_short_12: KCYGEKPFIK6P · pith_short_16: KCYGEKPFIK6PMUNJ · pith_short_8: KCYGEKPF

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/KCYGEKPFIK6PMUNJJVOQOIO5FR \
  | 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: 50b06229e542bcf651a94d5d0721dd2c6b7211bd3a7d8f8b5b5de16557a12c41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bce5b89e99c13f28a5c078dae815ba5742d48158518192afc59c5cd494301314",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2020-06-23T03:44:15Z",
    "title_canon_sha256": "f740c52cd6e2440b418a496a11cbf7cee54094ad673c2ea36d70ca5e9f489c70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.12724",
    "kind": "arxiv",
    "version": 3
  }
}