Pith Number

pith:UMHIU6IP

pith:2023:UMHIU6IP577AME5SSZYO2QNWXZ

not attested not anchored not stored refs pending

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Hongyan Hao, James Y Zhang, Jinjie Gu, Jun Zhou, Longfei Li, Qing Cui, Sheng Li, Simeng Wang, Siqiao Xue, Xin Ouyang, Yan Wang, Yue Shen, Zhixuan Chu

arxiv:2308.10835 v2 · 2023-08-21 · 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{UMHIU6IP577AME5SSZYO2QNWXZ}

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

3 papers in Pith

Fine-Tuned LLM as a Complementary Predictor Improving Ads System

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval

Receipt and verification

First computed	2026-07-05T07:37:12.595782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a30e8a790feffe0613b29670ed41b6be44fc8b0d7b3ac57c88a5a7a94385c688

Aliases

arxiv: 2308.10835 · arxiv_version: 2308.10835v2 · doi: 10.48550/arxiv.2308.10835 · pith_short_12: UMHIU6IP577A · pith_short_16: UMHIU6IP577AME5S · pith_short_8: UMHIU6IP

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/UMHIU6IP577AME5SSZYO2QNWXZ \
  | 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: a30e8a790feffe0613b29670ed41b6be44fc8b0d7b3ac57c88a5a7a94385c688

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "431509905fa88fd4b580f0c72691b6be08b1c179f90356aa5d9cdce539caa8cf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-08-21T16:35:19Z",
    "title_canon_sha256": "91f60e89147c47ed35d7552f058b5c43b6ff3cc368f91f94fb4d4410c524841b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10835",
    "kind": "arxiv",
    "version": 2
  }
}