Pith. sign in
Pith Number

pith:6RH55B6Z

pith:2022:6RH55B6ZBGNJ3SLB24L4HH6WX6
not attested not anchored not stored refs pending

Initial Results for Pairwise Causal Discovery Using Quantitative Information Flow

Felipe Giori, Flavio Figueiredo

arxiv:2212.01279 v1 · 2022-12-02 · cs.LG · cs.IT · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6RH55B6ZBGNJ3SLB24L4HH6WX6}

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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 2026-07-05T05:21:51.345972Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f44fde87d9099a9dc961d717c39fd6bfaf64057c3d848128af404db9c28d6501

Aliases

arxiv: 2212.01279 · arxiv_version: 2212.01279v1 · doi: 10.48550/arxiv.2212.01279 · pith_short_12: 6RH55B6ZBGNJ · pith_short_16: 6RH55B6ZBGNJ3SLB · pith_short_8: 6RH55B6Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6RH55B6ZBGNJ3SLB24L4HH6WX6 \
  | 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: f44fde87d9099a9dc961d717c39fd6bfaf64057c3d848128af404db9c28d6501
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "228726836aea6a2a973cd2fa32f576f585ab9dfe6c3d58532e601ed569a92d11",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-02T16:14:29Z",
    "title_canon_sha256": "eb4ebea47ca7537ac51eaae03f0fbd6b0832f0cd80ab824e7804f9a45d3e8eb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.01279",
    "kind": "arxiv",
    "version": 1
  }
}