Pith Number

pith:N6OJUY3C

pith:2025:N6OJUY3CIMUBWI5HKBCWFXIXLK

not attested not anchored not stored refs pending

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation

Alessandro B. Melchiorre, Anna Hausberger, Elena V. Epure, Gustavo Escobedo, Manuel Moussallam, Markus Schedl, Shahed Masoudian

arxiv:2507.15826 v1 · 2025-07-21 · cs.IR · 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{N6OJUY3CIMUBWI5HKBCWFXIXLK}

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	2026-07-05T11:40:45.339900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f9c9a636243281b23a7504562dd175a92e3b243fbc304934a72a383b5312138

Aliases

arxiv: 2507.15826 · arxiv_version: 2507.15826v1 · doi: 10.48550/arxiv.2507.15826 · pith_short_12: N6OJUY3CIMUB · pith_short_16: N6OJUY3CIMUBWI5H · pith_short_8: N6OJUY3C

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/N6OJUY3CIMUBWI5HKBCWFXIXLK \
  | 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: 6f9c9a636243281b23a7504562dd175a92e3b243fbc304934a72a383b5312138

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bb8177b4a946bad2a878012b600eba212140d06649d050bb35b5ddce8d2b6b2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-07-21T17:36:03Z",
    "title_canon_sha256": "729b8ed83457d00f62519a94f158d5bbaa6cb2db33eeb188ecdd97617c7c3981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15826",
    "kind": "arxiv",
    "version": 1
  }
}