Pith Number

pith:SWLF5YML

pith:2021:SWLF5YMLGI52UQDW32JWJVGSVT

not attested not anchored not stored refs pending

Causal Estimation with Functional Confounders

Aahlad Puli, Adler J. Perotte, Rajesh Ranganath

arxiv:2102.08533 v1 · 2021-02-17 · 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{SWLF5YMLGI52UQDW32JWJVGSVT}

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	2026-07-05T02:16:04.132162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95965ee18b323baa4076de9364d4d2ace9bd09e5cefac518c7939d25269b417f

Aliases

arxiv: 2102.08533 · arxiv_version: 2102.08533v1 · doi: 10.48550/arxiv.2102.08533 · pith_short_12: SWLF5YMLGI52 · pith_short_16: SWLF5YMLGI52UQDW · pith_short_8: SWLF5YML

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/SWLF5YMLGI52UQDW32JWJVGSVT \
  | 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: 95965ee18b323baa4076de9364d4d2ace9bd09e5cefac518c7939d25269b417f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cf6c5246f8de1aa5f23f64adf1cccc80a979bb6649c89053380528329ec6cfe",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-02-17T02:16:21Z",
    "title_canon_sha256": "f4f79993831f71f0705859dbbebe81527a883604f5e5e256442ff8caf0fbb35b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.08533",
    "kind": "arxiv",
    "version": 1
  }
}