Pith Number

pith:WQILSTHH

pith:2026:WQILSTHHD65FY66WLD3GXIUN7H

not attested not anchored not stored refs pending

Personalizing Marketplace Policies with Competing Objectives and Constrained Experiments: Evidence from a Job Marketplace

Yufei Wu, Zhen Yan

arxiv:2606.30932 v1 · 2026-06-29 · cs.LG · 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{WQILSTHHD65FY66WLD3GXIUN7H}

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	2026-07-01T00:17:21.999511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b410b94ce71fba5c7bd658f66ba28df9f6b3c45379d31e4456f5f4e34da19695

Aliases

arxiv: 2606.30932 · arxiv_version: 2606.30932v1 · doi: 10.48550/arxiv.2606.30932 · pith_short_12: WQILSTHHD65F · pith_short_16: WQILSTHHD65FY66W · pith_short_8: WQILSTHH

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/WQILSTHHD65FY66WLD3GXIUN7H \
  | 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: b410b94ce71fba5c7bd658f66ba28df9f6b3c45379d31e4456f5f4e34da19695

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d9e8c08cda416a944f422df3c3ae936d843b75ebcbec6812c68a955549abd7c",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T21:34:37Z",
    "title_canon_sha256": "52ae6b6a5ba32100a29689734d6331660ca070a2ec8352210f4a97ae239fc5de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30932",
    "kind": "arxiv",
    "version": 1
  }
}