Pith Number

pith:AUCA7PLS

pith:2022:AUCA7PLSY3DAKWAE34YLU5AJMQ

not attested not anchored not stored refs pending

Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming

Elia Van Wolputte, Hendrik Blockeel, Koen Vanderstraeten, Kshitij Goyal, Kurt Jaspers, Wannes Meert, Wouter Pijpops

arxiv:2210.01515 v3 · 2022-10-04 · cs.LG · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AUCA7PLSY3DAKWAE34YLU5AJMQ}

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	2026-07-05T05:33:18.838184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05040fbd72c6c6055804df30ba7409642f297f6485f9ea7c2a2191bbcc82e976

Aliases

arxiv: 2210.01515 · arxiv_version: 2210.01515v3 · doi: 10.48550/arxiv.2210.01515 · pith_short_12: AUCA7PLSY3DA · pith_short_16: AUCA7PLSY3DAKWAE · pith_short_8: AUCA7PLS

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/AUCA7PLSY3DAKWAE34YLU5AJMQ \
  | 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: 05040fbd72c6c6055804df30ba7409642f297f6485f9ea7c2a2191bbcc82e976

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "accbbd23901a6e59add07f62b7f7f96025ce85442ef3c67fa32cdd6b7349931a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-04T10:41:44Z",
    "title_canon_sha256": "ded83423437ac4923a74858c0c2b7ca492d4f29205e957ab6c67c533324a09d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01515",
    "kind": "arxiv",
    "version": 3
  }
}