Pith Number

pith:DFWJM7XT

pith:2024:DFWJM7XTRA3VUM5LQJKHB6IS3C

not attested not anchored not stored refs pending

Data-Driven Prescriptive Analytics Applications: A Comprehensive Survey

Martin Moesmann, Torben Bach Pedersen

arxiv:2412.00034 v3 · 2024-11-21 · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DFWJM7XTRA3VUM5LQJKHB6IS3C}

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

Relational Algebras for Subset Selection and Optimisation

Receipt and verification

First computed	2026-07-05T11:07:17.204735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

196c967ef388375a33ab825470f912d884e40a339da46d97b0eda75c18c55e99

Aliases

arxiv: 2412.00034 · arxiv_version: 2412.00034v3 · doi: 10.48550/arxiv.2412.00034 · pith_short_12: DFWJM7XTRA3V · pith_short_16: DFWJM7XTRA3VUM5L · pith_short_8: DFWJM7XT

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/DFWJM7XTRA3VUM5LQJKHB6IS3C \
  | 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: 196c967ef388375a33ab825470f912d884e40a339da46d97b0eda75c18c55e99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d206857e3f02e2297c90d75016cfd9fe66b92238d1c1be90a189e3e6813bc624",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-11-21T12:56:58Z",
    "title_canon_sha256": "2f831c66c9ac1eec2c80904be7ab0383aab53d774b55e42117189b760bb30397"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00034",
    "kind": "arxiv",
    "version": 3
  }
}