Pith Number

pith:6EG6TH5U

pith:2021:6EG6TH5U23EBBWDSRCLFMHKCBF

not attested not anchored not stored refs pending

Causal Forecasting:Generalization Bounds for Autoregressive Models

Debarghya Ghoshdastidar, Dominik Janzing, Leena Chennuru Vankadara, Lenon Minorics, Michaela Hardt, Philipp Michael Faller

arxiv:2111.09831 v2 · 2021-11-18 · 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{6EG6TH5U23EBBWDSRCLFMHKCBF}

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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	2026-07-05T04:55:37.214864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f10de99fb4d6c810d8728896561d42094638fb38f2fe6a9aa6111e90962ac309

Aliases

arxiv: 2111.09831 · arxiv_version: 2111.09831v2 · doi: 10.48550/arxiv.2111.09831 · pith_short_12: 6EG6TH5U23EB · pith_short_16: 6EG6TH5U23EBBWDS · pith_short_8: 6EG6TH5U

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/6EG6TH5U23EBBWDSRCLFMHKCBF \
  | 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: f10de99fb4d6c810d8728896561d42094638fb38f2fe6a9aa6111e90962ac309

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1e4897a9041b13b511fcefed37efd740377cf8965f73b535ec97fac5396c1c9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-11-18T17:56:20Z",
    "title_canon_sha256": "55d5ef274b27b46a9540d83087110e1086f6e3088187b29d0510cbedc767a3bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.09831",
    "kind": "arxiv",
    "version": 2
  }
}