Pith Number

pith:57MKWREG

pith:2025:57MKWREGTH7QIJLMSN34AAD3F2

not attested not anchored not stored refs pending

Uncovering Causal Relation Shifts in Event Sequences under Out-of-Domain Interventions

Kazi Tasnim Zinat, Panpan Xu, Xiang Lyu, Yawei Wang, Yun Zhou, Zhicheng Liu

arxiv:2507.10809 v1 · 2025-07-14 · 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{57MKWREGTH7QIJLMSN34AAD3F2}

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	2026-07-05T11:37:27.103935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efd8ab448699ff04256c9377c0007b2e93bd59be07e59ffa39d2d2ba91e2317c

Aliases

arxiv: 2507.10809 · arxiv_version: 2507.10809v1 · doi: 10.48550/arxiv.2507.10809 · pith_short_12: 57MKWREGTH7Q · pith_short_16: 57MKWREGTH7QIJLM · pith_short_8: 57MKWREG

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/57MKWREGTH7QIJLMSN34AAD3F2 \
  | 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: efd8ab448699ff04256c9377c0007b2e93bd59be07e59ffa39d2d2ba91e2317c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "576e555935e6b34695a957823e1a9cdb0f29824ba6b7f0f3513b08324e05221f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-14T21:08:35Z",
    "title_canon_sha256": "6301b21feb4e83be454c7c1b2b0d561aecfd90cfc108fb6206843c00c10e744e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10809",
    "kind": "arxiv",
    "version": 1
  }
}