Pith Number

pith:7U5HWE3Q

pith:2023:7U5HWE3QYKJHJVALUOFHX2SBT6

not attested not anchored not stored refs pending

Evaluating the Surrogate Index as a Decision-Making Tool Using 200 A/B Tests at Netflix

and Maria Dimakopoulou, Anh Le, Michael Zhao, Nathan Kallus, Vickie Zhang

arxiv:2311.11922 v2 · 2023-11-20 · stat.AP · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7U5HWE3QYKJHJVALUOFHX2SBT6}

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.

Cited by

3 papers in Pith

Blending Proxy Metrics with a North Star

Learning plug-in surrogate endpoints for randomized experiments

PROXIMA: A Reliability Scoring Framework for Proxy Metrics in Online Controlled Experiments

Receipt and verification

First computed	2026-07-05T07:39:31.632100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd3a7b1370c29274d40ba38a7bea419f9016a58a6c84bb14eaeeb5db92f5d3ae

Aliases

arxiv: 2311.11922 · arxiv_version: 2311.11922v2 · doi: 10.48550/arxiv.2311.11922 · pith_short_12: 7U5HWE3QYKJH · pith_short_16: 7U5HWE3QYKJHJVAL · pith_short_8: 7U5HWE3Q

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/7U5HWE3QYKJHJVALUOFHX2SBT6 \
  | 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: fd3a7b1370c29274d40ba38a7bea419f9016a58a6c84bb14eaeeb5db92f5d3ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b09a3917aa77d4ffc64f2a0c23f40d9b60807c1d1c9417419fcf21bdf2b6e0ae",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2023-11-20T16:59:18Z",
    "title_canon_sha256": "aced16c2e27d0fb987e3a7f477e70b6c762c39b167edca4494e94cffdf3baa9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11922",
    "kind": "arxiv",
    "version": 2
  }
}