Pith Number

pith:Q6TVRHDU

pith:2026:Q6TVRHDUTRSYTRVTUKFTU3HXUO

not attested not anchored not stored refs pending

Intuition-Guided Latent Reasoning for LLM-Based Recommendation

Chang Liu, Fuli Feng, Qifan Wang, Wenge Rong, Xiaoyan Zhao, Yang Zhang, Yimeng Bai

arxiv:2606.27684 v1 · 2026-06-26 · 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{Q6TVRHDUTRSYTRVTUKFTU3HXUO}

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	2026-06-29T01:14:45.305648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87a7589c749c6589c6b3a28b3a6cf7a397c66236bc59819d480edb00ed5da89c

Aliases

arxiv: 2606.27684 · arxiv_version: 2606.27684v1 · doi: 10.48550/arxiv.2606.27684 · pith_short_12: Q6TVRHDUTRSY · pith_short_16: Q6TVRHDUTRSYTRVT · pith_short_8: Q6TVRHDU

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/Q6TVRHDUTRSYTRVTUKFTU3HXUO \
  | 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: 87a7589c749c6589c6b3a28b3a6cf7a397c66236bc59819d480edb00ed5da89c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dd923a02ae1e1d1817cba8cc2508b255606080a4c0137e4d07355f7e1dbf2a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-06-26T03:29:48Z",
    "title_canon_sha256": "61828180cb5fabe0fb783f2d627476d315282701ae9473b6f0b93464dfee7cab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27684",
    "kind": "arxiv",
    "version": 1
  }
}