Pith Number

pith:V3NE6BBV

pith:2025:V3NE6BBVJFIUCWB6YSPU7IDPX5

not attested not anchored not stored refs pending

GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion

Eunseong Choi, Hye-Young Kim, Jongwuk Lee, Minjin Choi, Sunkyung Lee

arxiv:2506.01673 v1 · 2025-06-02 · cs.IR · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3NE6BBVJFIUCWB6YSPU7IDPX5}

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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

Sequential Data Augmentation for Generative Recommendation

Receipt and verification

First computed	2026-07-05T11:14:17.686822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aeda4f0435495141583ec49f4fa06fbf7f6e778230c48f037cb92229250c03f9

Aliases

arxiv: 2506.01673 · arxiv_version: 2506.01673v1 · doi: 10.48550/arxiv.2506.01673 · pith_short_12: V3NE6BBVJFIU · pith_short_16: V3NE6BBVJFIUCWB6 · pith_short_8: V3NE6BBV

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/V3NE6BBVJFIUCWB6YSPU7IDPX5 \
  | 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: aeda4f0435495141583ec49f4fa06fbf7f6e778230c48f037cb92229250c03f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18c2d5d9252477fcb86d772db17ed63a1df469f74c6e76186355a263988058c6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-02T13:42:46Z",
    "title_canon_sha256": "c43912a60bc16da69220e83e4663f20fd0017a586a58df5eaa4bf6e84e090e79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01673",
    "kind": "arxiv",
    "version": 1
  }
}