Pith Number

pith:OBKNVVL6

pith:2023:OBKNVVL6V4BZNUXYTIPNGF4A6Y

not attested not anchored not stored refs pending

Ad-load Balancing via Off-policy Learning in a Content Marketplace

Hitesh Sagtani, Madan Jhawar, Olivier Jeunen, Rishabh Mehrotra

arxiv:2309.11518 v2 · 2023-09-19 · cs.IR · 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{OBKNVVL6V4BZNUXYTIPNGF4A6Y}

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	2026-07-05T07:25:45.963909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7054dad57eaf0396d2f89a1ed31780f63ac8dd9e365eb25b8ea3133758843105

Aliases

arxiv: 2309.11518 · arxiv_version: 2309.11518v2 · doi: 10.48550/arxiv.2309.11518 · pith_short_12: OBKNVVL6V4BZ · pith_short_16: OBKNVVL6V4BZNUXY · pith_short_8: OBKNVVL6

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/OBKNVVL6V4BZNUXYTIPNGF4A6Y \
  | 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: 7054dad57eaf0396d2f89a1ed31780f63ac8dd9e365eb25b8ea3133758843105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e2992f89298bb35325dd8b1f2e47903b78b2a7ca6d1fbe370745d8af9765659",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-09-19T09:17:07Z",
    "title_canon_sha256": "ea926cdacd75f9c0149d5eb805108861f780f24d6d6811b309ee1998065bb067"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.11518",
    "kind": "arxiv",
    "version": 2
  }
}