Pith Number

pith:LAUGMXNR

pith:2025:LAUGMXNRSHZD5JGYIZZEN6HYFL

not attested not anchored not stored refs pending

Efficient Causal Discovery for Autoregressive Time Series

Achintya Gopal, Mohammad Fesanghary

arxiv:2507.07898 v1 · 2025-07-10 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LAUGMXNRSHZD5JGYIZZEN6HYFL}

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

GRACE: Gated Refinement for Accurate Causal Edge Discovery in High-Dimensional Time Series

Receipt and verification

First computed	2026-07-05T11:35:06.793800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5828665db191f23ea4d8467246f8f82aeaa43fa6c9fa098e52cdd1d02d3dc1a2

Aliases

arxiv: 2507.07898 · arxiv_version: 2507.07898v1 · doi: 10.48550/arxiv.2507.07898 · pith_short_12: LAUGMXNRSHZD · pith_short_16: LAUGMXNRSHZD5JGY · pith_short_8: LAUGMXNR

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/LAUGMXNRSHZD5JGYIZZEN6HYFL \
  | 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: 5828665db191f23ea4d8467246f8f82aeaa43fa6c9fa098e52cdd1d02d3dc1a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ac80686882996bf61b293e701dfc79f0158d9196c3cfc5d08bd429d84631183",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-10T16:27:33Z",
    "title_canon_sha256": "ccecc4fb554de338e797e8d9d39000faf299647d5b6e3826a6a3c319f74e8921"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07898",
    "kind": "arxiv",
    "version": 1
  }
}