Pith Number

pith:VLKKD2JZ

pith:2025:VLKKD2JZKWY3F7T3AD7EBUPQEG

not attested not anchored not stored refs pending

Off-Policy Evaluation and Counterfactual Methods in Dynamic Auction Environments

Nilavra Pathak, Ritam Guha

arxiv:2501.05278 v1 · 2025-01-09 · cs.AI · cs.LG · q-fin.CP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VLKKD2JZKWY3F7T3AD7EBUPQEG}

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	2026-07-05T09:59:07.492532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aad4a1e93955b1b2fe7b00fe40d1f0219a3c21919063dd288bf52fb45022d834

Aliases

arxiv: 2501.05278 · arxiv_version: 2501.05278v1 · doi: 10.48550/arxiv.2501.05278 · pith_short_12: VLKKD2JZKWY3 · pith_short_16: VLKKD2JZKWY3F7T3 · pith_short_8: VLKKD2JZ

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/VLKKD2JZKWY3F7T3AD7EBUPQEG \
  | 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: aad4a1e93955b1b2fe7b00fe40d1f0219a3c21919063dd288bf52fb45022d834

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30b619adc15c81e6825a7240cbd783cc60b4370d5dec2323528a6f051e8d7f89",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-09T14:39:40Z",
    "title_canon_sha256": "61685de8692c6cf97277d702d42f870b0256686b91375bad6a041a9fc4ebead3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05278",
    "kind": "arxiv",
    "version": 1
  }
}