Pith Number

pith:GWXIVUOJ

pith:2025:GWXIVUOJRMPZJAUCKKASBWXYDR

not attested not anchored not stored refs pending

Direct Profit Estimation Using Uplift Modeling under Clustered Network Interference

Bram van den Akker

arxiv:2509.01558 v1 · 2025-09-01 · 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{GWXIVUOJRMPZJAUCKKASBWXYDR}

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	2026-07-05T12:03:03.165183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35ae8ad1c98b1f948282528120daf81c676eb5387a3ecaccec879454be772258

Aliases

arxiv: 2509.01558 · arxiv_version: 2509.01558v1 · doi: 10.48550/arxiv.2509.01558 · pith_short_12: GWXIVUOJRMPZ · pith_short_16: GWXIVUOJRMPZJAUC · pith_short_8: GWXIVUOJ

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/GWXIVUOJRMPZJAUCKKASBWXYDR \
  | 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: 35ae8ad1c98b1f948282528120daf81c676eb5387a3ecaccec879454be772258

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "906b5669fa54e7f12c75e594a5433a1cc5cc32754785d670222053d6bc203e07",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-01T15:38:13Z",
    "title_canon_sha256": "de152ed7c352a84c9035f479fdd84810f11c38e9f58f8ee0d2aa7d76b28d459e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01558",
    "kind": "arxiv",
    "version": 1
  }
}