Pith Number

pith:3GI2UHIQ

pith:2026:3GI2UHIQIWAXFEUK3NBRVDFH2R

not attested not anchored not stored refs pending

Causal ASCEND: Scalable Two-tier Causal Discovery on High Dimensional Multi-omics Data

David Watson, Stephen Asiedu

arxiv:2607.04527 v1 · 2026-07-05 · stat.ML · cs.LG · q-bio.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3GI2UHIQIWAXFEUK3NBRVDFH2R}

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	2026-07-07T02:19:23.292131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d991aa1d10458172928adb431a8ca7d45b5f01a1d313c691cf9a950d14899b2a

Aliases

arxiv: 2607.04527 · arxiv_version: 2607.04527v1 · doi: 10.48550/arxiv.2607.04527 · pith_short_12: 3GI2UHIQIWAX · pith_short_16: 3GI2UHIQIWAXFEUK · pith_short_8: 3GI2UHIQ

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/3GI2UHIQIWAXFEUK3NBRVDFH2R \
  | 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: d991aa1d10458172928adb431a8ca7d45b5f01a1d313c691cf9a950d14899b2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "156a53b6bf90a8b712727dc4417363a65367ad814189d7edef6f4dfa9120f875",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.GN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-05T22:22:35Z",
    "title_canon_sha256": "fe025d8ee16e6afb8a45b37d679a0ed13f96265baa3e057c1b91dec2a37329e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04527",
    "kind": "arxiv",
    "version": 1
  }
}