Pith Number

pith:VMRMOTTN

pith:2020:VMRMOTTN5DP3GEP2JNYND6MAOM

not attested not anchored not stored refs pending

Providing More Efficient Access To Government Records: A Use Case Involving Application of Machine Learning to Improve FOIA Review for the Deliberative Process Privilege

Douglas W. Oard, Jason R. Baron, Mahmoud F. Sayed

arxiv:2011.07203 v1 · 2020-11-14 · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VMRMOTTN5DP3GEP2JNYND6MAOM}

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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

A Generalised and Adaptable Reinforcement Learning Stopping Method

Receipt and verification

First computed	2026-07-05T01:51:29.982071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab22c74e6de8dfb311fa4b70d1f98073309ae0bebacbc9086fae67146a053c1a

Aliases

arxiv: 2011.07203 · arxiv_version: 2011.07203v1 · doi: 10.48550/arxiv.2011.07203 · pith_short_12: VMRMOTTN5DP3 · pith_short_16: VMRMOTTN5DP3GEP2 · pith_short_8: VMRMOTTN

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/VMRMOTTN5DP3GEP2JNYND6MAOM \
  | 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: ab22c74e6de8dfb311fa4b70d1f98073309ae0bebacbc9086fae67146a053c1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0ae5540a04787dc2a3bec5f1039e73bb6b82ce51392023202b7d3a3b167ac0b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2020-11-14T02:56:49Z",
    "title_canon_sha256": "f47dc2eb969dc4a5c35bf94d2f7bf27c71d802a0e4e176b380123a7d67a6344f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07203",
    "kind": "arxiv",
    "version": 1
  }
}