Pith Number

pith:SHL7VGPI

pith:2026:SHL7VGPIZYEYMSDU4MAG2PCX4V

not attested not anchored not stored refs pending

Atomic Intent Reasoning: Bringing LLM Semantics to Industrial Cross-Domain Recommendations

Dongxu Liang, Haohao Qu, Jun Wang, Li Qing, Shijie Wang, Wenqi Fan, Yuxin Chen, Zhou Jindong, Zhuohang Jiang

arxiv:2606.10357 v1 · 2026-06-09 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SHL7VGPIZYEYMSDU4MAG2PCX4V}

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	2026-06-10T01:10:13.507872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91d7fa99e8ce09864874e3006d3c57e54f57b049751a46719b89ec4f0c9a2f32

Aliases

arxiv: 2606.10357 · arxiv_version: 2606.10357v1 · doi: 10.48550/arxiv.2606.10357 · pith_short_12: SHL7VGPIZYEY · pith_short_16: SHL7VGPIZYEYMSDU · pith_short_8: SHL7VGPI

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/SHL7VGPIZYEYMSDU4MAG2PCX4V \
  | 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: 91d7fa99e8ce09864874e3006d3c57e54f57b049751a46719b89ec4f0c9a2f32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06425b5d4116f7fc7ce5cd6a447bf1e147b6e25f1dae54d4f8215b171bbb8d0b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-06-09T03:13:52Z",
    "title_canon_sha256": "464f8e6b5340b6bcdd5034db3ddef56d759fa94378073b75e3f2fec9d599a6c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10357",
    "kind": "arxiv",
    "version": 1
  }
}