Pith Number

pith:MRHUJOTG

pith:2024:MRHUJOTGHYMSBGUD3CHAJPEOSE

not attested not anchored not stored refs pending

Predicting Customer Lifetime Value Using Recurrent Neural Net

Edwin Ng, Gavin Steininger, Huigang Chen, Slawek Smyl

arxiv:2412.20295 v2 · 2024-12-28 · stat.AP · cs.LG · 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{MRHUJOTGHYMSBGUD3CHAJPEOSE}

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	2026-07-05T09:56:58.601591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

644f44ba663e19209a83d88e04bc8e9100753589dda69d7004c89311d0bf8cd4

Aliases

arxiv: 2412.20295 · arxiv_version: 2412.20295v2 · doi: 10.48550/arxiv.2412.20295 · pith_short_12: MRHUJOTGHYMS · pith_short_16: MRHUJOTGHYMSBGUD · pith_short_8: MRHUJOTG

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/MRHUJOTGHYMSBGUD3CHAJPEOSE \
  | 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: 644f44ba663e19209a83d88e04bc8e9100753589dda69d7004c89311d0bf8cd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea9b50556f78beb4863bac530accdcd20532c511c29f8a80e143c14ad138550a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2024-12-28T23:16:40Z",
    "title_canon_sha256": "8859ba493b8d209a5610bbcab8cdb890da297a17264f1da52d29a79cbe28b48e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20295",
    "kind": "arxiv",
    "version": 2
  }
}