Pith Number

pith:G3ZXYQJ5

pith:2025:G3ZXYQJ52PIKV3RGGM5CD6LL2S

not attested not anchored not stored refs pending

Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation

Haoang Chi, He Li, Liyang Xu, Mingyu Liu, Wanrong Huang, Wenjing Yang

arxiv:2506.21154 v1 · 2025-06-26 · stat.ME · cs.AI · 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{G3ZXYQJ52PIKV3RGGM5CD6LL2S}

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	2026-07-05T11:27:40.710945Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36f37c413dd3d0aaee26333a21f96bd48b782e288e70ab99f200808e379a5625

Aliases

arxiv: 2506.21154 · arxiv_version: 2506.21154v1 · doi: 10.48550/arxiv.2506.21154 · pith_short_12: G3ZXYQJ52PIK · pith_short_16: G3ZXYQJ52PIKV3RG · pith_short_8: G3ZXYQJ5

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/G3ZXYQJ52PIKV3RGGM5CD6LL2S \
  | 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: 36f37c413dd3d0aaee26333a21f96bd48b782e288e70ab99f200808e379a5625

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ac7753a6c2b753b77aa9dfe13af03a9691b08883a0819c46ab561dbeaa18bfd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-06-26T11:24:46Z",
    "title_canon_sha256": "3e79cad266395c8abbf2f3fab4936baecb5cd0dae538d275c833b7172e468ec8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21154",
    "kind": "arxiv",
    "version": 1
  }
}