Pith Number

pith:Q6FFIMYY

pith:2023:Q6FFIMYYGU5E7ITVDXUX3ROQUC

not attested not anchored not stored refs pending

Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions

Lavanya Elluri, Nirmalya Roy, Piyush Vyas, Varun Mandalapu

arxiv:2303.16310 v1 · 2023-03-28 · cs.LG · cs.AI · cs.CV · cs.CY · 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{Q6FFIMYYGU5E7ITVDXUX3ROQUC}

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	2026-07-05T06:21:05.878837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

878a543318353a4fa2751de97dc5d0a0bc9fac8119fb9b6ee794150818e57c6c

Aliases

arxiv: 2303.16310 · arxiv_version: 2303.16310v1 · doi: 10.48550/arxiv.2303.16310 · pith_short_12: Q6FFIMYYGU5E · pith_short_16: Q6FFIMYYGU5E7ITV · pith_short_8: Q6FFIMYY

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/Q6FFIMYYGU5E7ITVDXUX3ROQUC \
  | 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: 878a543318353a4fa2751de97dc5d0a0bc9fac8119fb9b6ee794150818e57c6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "387b9e37aff3c27993177f838df26b29c8875144a5fce7dabc73c943b59387ce",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.CY",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-28T21:07:42Z",
    "title_canon_sha256": "08fe57187f1d405899f0f38454370c309f04ede15f13c0685a876fe537e0f95f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16310",
    "kind": "arxiv",
    "version": 1
  }
}