Pith Number

pith:6GNHN3TR

pith:2023:6GNHN3TRE7WI3BQPTBUFDXPK6K

not attested not anchored not stored refs pending

Balanced Off-Policy Evaluation for Personalized Pricing

Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao

arxiv:2302.12736 v1 · 2023-02-24 · stat.ML · 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{6GNHN3TRE7WI3BQPTBUFDXPK6K}

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	2026-07-05T05:45:20.741555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f19a76ee7127ec8d860f986851ddeaf2b9f8b9886333121feca97f2df6d96e58

Aliases

arxiv: 2302.12736 · arxiv_version: 2302.12736v1 · doi: 10.48550/arxiv.2302.12736 · pith_short_12: 6GNHN3TRE7WI · pith_short_16: 6GNHN3TRE7WI3BQP · pith_short_8: 6GNHN3TR

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/6GNHN3TRE7WI3BQPTBUFDXPK6K \
  | 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: f19a76ee7127ec8d860f986851ddeaf2b9f8b9886333121feca97f2df6d96e58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76f6fbe008aa1382197555912db89c24ec22d49432a2f5703abebdbb773ba984",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-24T16:44:46Z",
    "title_canon_sha256": "fc7b7e8ab951637a222e7c2f8dccf52cc3d2f931ac69065412ac2ef4d8f9e919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12736",
    "kind": "arxiv",
    "version": 1
  }
}