Pith Number

pith:O7MIXCIR

pith:2020:O7MIXCIR7QE2SJDVABRUIF6ZMH

not attested not anchored not stored refs pending

Limiting Bias from Test-Control Interference in Online Marketplace Experiments

David Holtz, Sinan Aral

arxiv:2004.12162 v1 · 2020-04-25 · stat.AP · econ.EM · 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{O7MIXCIR7QE2SJDVABRUIF6ZMH}

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

4 papers in Pith

ProfiLLM: Utility-Aligned Agentic User Profiling for Industrial Ride-Hailing Dispatch

Decision Support for Marketplace Policies under Incomplete Evidence: From Replay to Launch Readiness

Choosing Online Experiment Designs under Interference in Ads, Recommendations, and Member-Experience Systems

Support-aware offline policy selection for advertising marketplaces

Receipt and verification

First computed	2026-07-05T00:58:13.039006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77d88b8911fc09a9247500634417d961c3f9083a8783565da61706ab24bf26b5

Aliases

arxiv: 2004.12162 · arxiv_version: 2004.12162v1 · doi: 10.48550/arxiv.2004.12162 · pith_short_12: O7MIXCIR7QE2 · pith_short_16: O7MIXCIR7QE2SJDV · pith_short_8: O7MIXCIR

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/O7MIXCIR7QE2SJDVABRUIF6ZMH \
  | 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: 77d88b8911fc09a9247500634417d961c3f9083a8783565da61706ab24bf26b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "276e0207a8434931fd92a4e7fbc26a818b379f64e3933f6afef166559d2d1db9",
    "cross_cats_sorted": [
      "econ.EM",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2020-04-25T14:54:49Z",
    "title_canon_sha256": "b9c168dede244286a4909c0fc2fd1d8999a6d0586e66029b8ab9b0019c49095e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.12162",
    "kind": "arxiv",
    "version": 1
  }
}