Pith Number

pith:OL5PJZE2

pith:2021:OL5PJZE235ZRVDYUOJFAABVGJI

not attested not anchored not stored refs pending

Dynamic Selection in Algorithmic Decision-making

Jin Li, Xiaowei Zhang, Ye Luo

arxiv:2108.12547 v3 · 2021-08-28 · econ.EM · cs.LG · math.OC · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OL5PJZE235ZRVDYUOJFAABVGJI}

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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

Dynamic Decision-Making under Model Misspecification

Receipt and verification

First computed	2026-07-05T06:54:59.117031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72faf4e49adf731a8f14724a0006a64a1310bfec18bfa6369f7de5a7eef0451d

Aliases

arxiv: 2108.12547 · arxiv_version: 2108.12547v3 · doi: 10.48550/arxiv.2108.12547 · pith_short_12: OL5PJZE235ZR · pith_short_16: OL5PJZE235ZRVDYU · pith_short_8: OL5PJZE2

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/OL5PJZE235ZRVDYUOJFAABVGJI \
  | 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: 72faf4e49adf731a8f14724a0006a64a1310bfec18bfa6369f7de5a7eef0451d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04d7a8e8ed555daaa085d816344f040573ba5ab63228dafed5edd99aa1d0b978",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2021-08-28T01:41:37Z",
    "title_canon_sha256": "c2c2bfb77377f64f702cdbe7a199c0d77a9e7b8b8df7e22be7bc3fe7a3f3d9c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.12547",
    "kind": "arxiv",
    "version": 3
  }
}