Pith Number

pith:5JT6XC5R

pith:2019:5JT6XC5RBF5HAIXIU2JYG65O4L

not attested not anchored not stored refs pending

Fast Online "Next Best Offers" using Deep Learning

Gautam Shroff, Mukund Kumar, Rekha Singhal, Rupinder virk, Sanket Kadarkar, Sharod Roy, Siddharth Verma, Vartika Tiwari

arxiv:1905.13368 v1 · 2019-05-31 · cs.LG · cs.DC · cs.PF · 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{5JT6XC5RBF5HAIXIU2JYG65O4L}

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	2026-05-17T23:44:35.161550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea67eb8bb1097a7022e8a693837baee2d848fe9a37b2a92cdc5fe4609214b08a

Aliases

arxiv: 1905.13368 · arxiv_version: 1905.13368v1 · doi: 10.48550/arxiv.1905.13368 · pith_short_12: 5JT6XC5RBF5H · pith_short_16: 5JT6XC5RBF5HAIXI · pith_short_8: 5JT6XC5R

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/5JT6XC5RBF5HAIXIU2JYG65O4L \
  | 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: ea67eb8bb1097a7022e8a693837baee2d848fe9a37b2a92cdc5fe4609214b08a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "972d8da563276633d420582943aac408ca7c9d603f2e554ba9a0bf94383be016",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.PF",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-31T01:03:04Z",
    "title_canon_sha256": "32ffdeb85b43f73ed4cab02b39105ab71addec7d20dc793c2e09fb6e20388832"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13368",
    "kind": "arxiv",
    "version": 1
  }
}