Pith Number

pith:F5RZUJXT

pith:2025:F5RZUJXT3OH6YKGATGIUGEEU4E

not attested not anchored not stored refs pending

A Generative Framework for Causal Estimation via Importance-Weighted Diffusion Distillation

Mingyuan Zhou, Tianyu Chen, Xinran Song

arxiv:2505.11444 v1 · 2025-05-16 · cs.LG · stat.AP · stat.ME · 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{F5RZUJXT3OH6YKGATGIUGEEU4E}

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	2026-07-05T11:04:16.461781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f639a26f3db8fec28c09991431094e11215d99ed6824f79da16f384a8342156

Aliases

arxiv: 2505.11444 · arxiv_version: 2505.11444v1 · doi: 10.48550/arxiv.2505.11444 · pith_short_12: F5RZUJXT3OH6 · pith_short_16: F5RZUJXT3OH6YKGA · pith_short_8: F5RZUJXT

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/F5RZUJXT3OH6YKGATGIUGEEU4E \
  | 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: 2f639a26f3db8fec28c09991431094e11215d99ed6824f79da16f384a8342156

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8df5bf39324d8125d1b0e07905a752242cb28133fe06f314ba9974124e691cc8",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T17:00:52Z",
    "title_canon_sha256": "8443f65e23ad5fffe4ab24288d86f32c3949822ccd3590cd54771d7590868c05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11444",
    "kind": "arxiv",
    "version": 1
  }
}