Pith Number

pith:TMBSKLN3

pith:2018:TMBSKLN3YOGJHFERCKNGT66LH7

not attested not anchored not stored refs pending

Prophit: Causal inverse classification for multiple continuously valued treatment policies

Michael T. Lash, Qihang Lin, W. Nick Street

arxiv:1802.04918 v1 · 2018-02-14 · 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{TMBSKLN3YOGJHFERCKNGT66LH7}

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	2026-05-18T00:23:22.203930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b03252dbbc38c939491129a69fbcb3fc1890ed35613dfb995afb64495375792

Aliases

arxiv: 1802.04918 · arxiv_version: 1802.04918v1 · doi: 10.48550/arxiv.1802.04918 · pith_short_12: TMBSKLN3YOGJ · pith_short_16: TMBSKLN3YOGJHFER · pith_short_8: TMBSKLN3

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/TMBSKLN3YOGJHFERCKNGT66LH7 \
  | 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: 9b03252dbbc38c939491129a69fbcb3fc1890ed35613dfb995afb64495375792

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ac4b9a51e0fc2d2fc7aefe34acd6aaf537b292217e1dd8e6655ae847b0328bc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-14T01:33:01Z",
    "title_canon_sha256": "e79bc5d180e60238712c2467ce0ffcba17b89c08b657734db976ec0310937690"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.04918",
    "kind": "arxiv",
    "version": 1
  }
}