Pith Number

pith:YXCNAUSW

pith:2025:YXCNAUSWEVHZLMTE3QMBKGCRUU

not attested not anchored not stored refs pending

Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE

Avishek Ghosh, Lokesh Nagalapatti, Pranava Singhal, Sunita Sarawagi

arxiv:2502.05037 v1 · 2025-02-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXCNAUSWEVHZLMTE3QMBKGCRUU}

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	2026-07-05T10:11:02.101479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5c4d05256254f95b264dc18151851a51bfc51f1e5f69fb50c452f2858210a33

Aliases

arxiv: 2502.05037 · arxiv_version: 2502.05037v1 · doi: 10.48550/arxiv.2502.05037 · pith_short_12: YXCNAUSWEVHZ · pith_short_16: YXCNAUSWEVHZLMTE · pith_short_8: YXCNAUSW

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/YXCNAUSWEVHZLMTE3QMBKGCRUU \
  | 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: c5c4d05256254f95b264dc18151851a51bfc51f1e5f69fb50c452f2858210a33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e39a16010923b1ebb63614ef7aa84373c7d5f7b14e34ddafe8d59a9ad3cae16c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T16:04:37Z",
    "title_canon_sha256": "5761612f1be8cb6153458ed0adb6438a89950ae05b46010196d2f0346cc42f35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05037",
    "kind": "arxiv",
    "version": 1
  }
}