Pith Number

pith:6M2UJQLA

pith:2023:6M2UJQLAXACKZGY3TBFAPW3R5C

not attested not anchored not stored refs pending

Asymptotic Representations for Sequential Decisions, Adaptive Experiments, and Batched Bandits

Jack R. Porter, Keisuke Hirano

arxiv:2302.03117 v2 · 2023-02-06 · econ.EM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6M2UJQLAXACKZGY3TBFAPW3R5C}

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.

Cited by

1 paper in Pith

Kernel Treatment Effects with Adaptively Collected Data

Receipt and verification

First computed	2026-07-05T10:18:06.186473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f33544c160b804ac9b1b984a07db71e8a49e3d8aeb5da13ad6fd8a2389aed614

Aliases

arxiv: 2302.03117 · arxiv_version: 2302.03117v2 · doi: 10.48550/arxiv.2302.03117 · pith_short_12: 6M2UJQLAXACK · pith_short_16: 6M2UJQLAXACKZGY3 · pith_short_8: 6M2UJQLA

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/6M2UJQLAXACKZGY3TBFAPW3R5C \
  | 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: f33544c160b804ac9b1b984a07db71e8a49e3d8aeb5da13ad6fd8a2389aed614

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94113eea1a434e5294a162caf1a5eb8ba7f15f205709911a9726b9376c25592f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2023-02-06T20:54:08Z",
    "title_canon_sha256": "5db7b32eaecc4125409d8964bd0760ecb21255b404366f6eabaea4993ae5d3f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03117",
    "kind": "arxiv",
    "version": 2
  }
}