Pith Number

pith:GM7VMSGF

pith:2020:GM7VMSGFL77RKDWHOAMGL3I2HE

not attested not anchored not stored refs pending

Causal Inference using Gaussian Processes with Structured Latent Confounders

David Jensen, Kenta Takatsu, Sam Witty, Vikash Mansinghka

arxiv:2007.07127 v1 · 2020-07-14 · stat.ME · cs.LG · 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{GM7VMSGFL77RKDWHOAMGL3I2HE}

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	2026-07-05T01:18:27.062806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

333f5648c55fff150ec7701865ed1a391b3b5e2b5f7e998cda7cdd68d42586ad

Aliases

arxiv: 2007.07127 · arxiv_version: 2007.07127v1 · doi: 10.48550/arxiv.2007.07127 · pith_short_12: GM7VMSGFL77R · pith_short_16: GM7VMSGFL77RKDWH · pith_short_8: GM7VMSGF

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/GM7VMSGFL77RKDWHOAMGL3I2HE \
  | 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: 333f5648c55fff150ec7701865ed1a391b3b5e2b5f7e998cda7cdd68d42586ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2073029207c65d8ad54b466888302dd3731768d76dd68f15fa52bced3cf4a4da",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2020-07-14T15:45:28Z",
    "title_canon_sha256": "ce5873b95e9cfad5a2aba94854c21b63cb460b0b329c5345411185621ad27c15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.07127",
    "kind": "arxiv",
    "version": 1
  }
}