Pith Number

pith:6XYIICIS

pith:2024:6XYIICISUFQYNQAYSUCP5UJ4GD

not attested not anchored not stored refs pending

Predicting User Intents and Musical Attributes from Music Discovery Conversations

Daeyong Kwon, Juhan Nam, Seungheon Doh

arxiv:2411.12254 v2 · 2024-11-19 · cs.CL · cs.LG · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XYIICISUFQYNQAYSUCP5UJ4GD}

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.

Cited by

1 paper in Pith

TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation

Receipt and verification

First computed	2026-07-05T09:37:59.120527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5f0840912a16186c0189504fed13c30fd0658ed1f186b0fbf7100a2858aac8d

Aliases

arxiv: 2411.12254 · arxiv_version: 2411.12254v2 · doi: 10.48550/arxiv.2411.12254 · pith_short_12: 6XYIICISUFQY · pith_short_16: 6XYIICISUFQYNQAY · pith_short_8: 6XYIICIS

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/6XYIICISUFQYNQAYSUCP5UJ4GD \
  | 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: f5f0840912a16186c0189504fed13c30fd0658ed1f186b0fbf7100a2858aac8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f59779b4f1ef50b43f7b0359879aaac5c3160e6fa43acb7f404a16b8af900bd5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-19T05:58:22Z",
    "title_canon_sha256": "68ed3b534b2b2bc4a1b69be88bb01edbb3d0b4c39d44c6091c55cb732bbc0f06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12254",
    "kind": "arxiv",
    "version": 2
  }
}