Pith Number

pith:KGGCXJXI

pith:2022:KGGCXJXIZXGGCEGNQV3XM7AZV4

not attested not anchored not stored refs pending

Efficient probabilistic reconciliation of forecasts for real-valued and count time series

Dario Azzimonti, Giorgio Corani, Lorenzo Zambon

arxiv:2210.02286 v3 · 2022-10-05 · stat.ML · 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{KGGCXJXIZXGGCEGNQV3XM7AZV4}

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	2026-07-05T07:00:06.704536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

518c2ba6e8cdcc6110cd8577767c19af26f2f098df96c9d59cc507b075fbdaaa

Aliases

arxiv: 2210.02286 · arxiv_version: 2210.02286v3 · doi: 10.48550/arxiv.2210.02286 · pith_short_12: KGGCXJXIZXGG · pith_short_16: KGGCXJXIZXGGCEGN · pith_short_8: KGGCXJXI

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/KGGCXJXIZXGGCEGNQV3XM7AZV4 \
  | 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: 518c2ba6e8cdcc6110cd8577767c19af26f2f098df96c9d59cc507b075fbdaaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e612f611a384687930808e9e231fd505e8c4835e6bab38290a4e2113d7fd963",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-10-05T14:22:24Z",
    "title_canon_sha256": "4e921a06cc2c50e0b872991c7da2ee17034ab7367d1ca585cc3d8182c17cd553"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02286",
    "kind": "arxiv",
    "version": 3
  }
}