Pith. sign in
Pith Number

pith:HD56KXM7

pith:2022:HD56KXM7D46EGHK5QEN4A7BX75
not attested not anchored not stored refs pending

Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments

Jialiang Mao, Karthik Rajkumar, Min Liu, Qian Yao, Rina Friedberg, YinYin Yu

arxiv:2205.06363 v1 · 2022-05-12 · econ.EM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HD56KXM7D46EGHK5QEN4A7BX75}

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 2026-07-05T04:22:56.846217Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

38fbe55d9f1f3c431d5d811bc07c37ff44c2c4b0ab826f137536ee92e9d131f5

Aliases

arxiv: 2205.06363 · arxiv_version: 2205.06363v1 · doi: 10.48550/arxiv.2205.06363 · pith_short_12: HD56KXM7D46E · pith_short_16: HD56KXM7D46EGHK5 · pith_short_8: HD56KXM7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HD56KXM7D46EGHK5QEN4A7BX75 \
  | 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: 38fbe55d9f1f3c431d5d811bc07c37ff44c2c4b0ab826f137536ee92e9d131f5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d5520a9a8a48b6b475e3af5f3475c4d51c7293cbfec2e2a62808ac416c3143e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2022-05-12T20:58:25Z",
    "title_canon_sha256": "7b428b5f66c9cda9a6f8e03dac801a094b8e460c123f5a40a2b067d1797eed27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.06363",
    "kind": "arxiv",
    "version": 1
  }
}