Pith Number

pith:MZBXKMGS

pith:2019:MZBXKMGSMMSAZEZL7N66OJPLSL

not attested not anchored not stored refs pending

The Potential of the Confluence of Theoretical and Algorithmic Modeling in Music Recommendation

Christine Bauer

arxiv:1911.07328 v1 · 2019-11-17 · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZBXKMGSMMSAZEZL7N66OJPLSL}

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	2026-07-05T00:19:45.602077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66437530d263240c932bfb7de725eb92ce9f943cd4102483986e5285b0fe1fb1

Aliases

arxiv: 1911.07328 · arxiv_version: 1911.07328v1 · doi: 10.48550/arxiv.1911.07328 · pith_short_12: MZBXKMGSMMSA · pith_short_16: MZBXKMGSMMSAZEZL · pith_short_8: MZBXKMGS

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/MZBXKMGSMMSAZEZL7N66OJPLSL \
  | 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: 66437530d263240c932bfb7de725eb92ce9f943cd4102483986e5285b0fe1fb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e22a21bc5a5476d30305029f3c879f6f8599c2c24d72104b4080d8d14d24d01",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2019-11-17T20:23:41Z",
    "title_canon_sha256": "cf21161e73c4b2c608d2c1b0a3d6c0869ea75e3c1ff35db514a9672895fc20bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.07328",
    "kind": "arxiv",
    "version": 1
  }
}