Events/Communication· Website change
Added student and parent testimonials for Shuei Yobiko cram schools
New testimonials added for middle and elementary students in Aichi, Fukuoka, and Yamanashi counties. Testimonials describe learning experiences, including group and individual classes, and highlight teacher clarity, test preparation, and academic improvement. Content now includes structured lists with school name, class type, grade, and location.
Evidence
Before
not previously observed
After
Added student and parent testimonials for middle and elementary students in Aichi, Fukuoka, and Yamanashi counties
- Confidence
- High confidence90 %
- Importance
- 60 / 100
- Detected
- 14 Sept 2026 05:46 UTC
- Surface
- Homepage
- Origin
- llm· qwen3-4b-instruct-2507-4bitqwen3-4b-instruct-2507-4bit · prompt change-classifier/v1 — LLM-enriched interpretation of a deterministic change
- Tags
- educationcram_schooltestimonialsjapanllm
Sources (1)
- shuei-yobiko.co.jp Homepage · detected 14 Sept 2026 05:46 UTCsensor sen_01M2D9DY…
event evt_01M2F8MFDT000XQ2WZ5QAKYBE1 · cluster cl_01M2F8MFDZAQPDZ243SZ2NZED4 · change chg_01M2F77F7SK43R6C1EEMMYWH39 · sensor sen_01M2D9DYHC2MHMMYBAWCGNHHNV
Underlying change
Structured payload & entities
{
"payload": {
"llm": {
"confidence": 0.95,
"importance": 0.6,
"is_material": true
},
"sources": [
{
"surface": "homepage",
"event_id": "evt_01M2FN5WDEGNJE2AAF8KKWCQJ7",
"sensor_id": "sen_01M2D9DYHC2MHMMYBAWCGNHHNV",
"source_url": "https://www.shuei-yobiko.co.jp",
"detected_at": "2026-09-14T09:48:35.353056+00:00"
}
],
"entity_key": "Added student and parent testimonials for Shuei Yobiko cram schools",
"change_kind": "meaningful",
"significance": 0.5011000037193298,
"corroborations": 1
},
"entities": {
"plans": null,
"amounts": null,
"products": [
"集団授業",
"個別指導"
],
"locations": [
"愛知県",
"福岡県",
"山梨県"
],
"organizations": [
"秀英予備校"
]
}
}