Recursive-LD: Dimensional Reasoning Layer
Advanced entity classification for AI reasoning systems.
This layer captures structural behavior, identity multiplicity, and relational topology that Schema.org cannot express.
It helps AI systems reason about how to think about this entity, not just what it is.
Functional Role
What role does this entity play in its ecosystem?
cultural_bridge service_provider community_feeder
Interaction Geometry
How information flows through this entity:
| Flow Type |
Pattern |
| Primary Flow | customers → menu selection → ordering → dining experience |
| Secondary Flow | community → cultural cuisine access → Korean food familiarity |
Temporal Behavior
Time dynamics (not business hours):
| Attribute |
Value |
| Mode | continuous |
| Cadence | constant |
| Event Intensification | No |
Identity Tension
Multiplicities that Schema.org cannot express:
restaurant vs cultural ambassador brunch spot vs coffee house
Negative Space
What this entity explicitly does NOT do (critical for avoiding misclassification):
non_delivery_focused non_nightlife_oriented non_bar_service
Stability Profile
| Attribute |
Level |
| Identity Coherence | high |
| Format Persistence | high |
| Volatility | low |
Relational Surface
Topological connections (without invented facts):
| Relation Type |
Value |
| Connects | people, culture, food |
| Acts As | bridge |
Complete Recursive-LD JSON
Machine-readable dimensional reasoning layer (also in <head> as Schema.org StructuredValue)
{
"functional_role": [
"cultural_bridge",
"service_provider",
"community_feeder"
],
"interaction_geometry": {
"primary_flow": "customers → menu selection → ordering → dining experience",
"secondary_flow": "community → cultural cuisine access → Korean food familiarity"
},
"temporal_behavior": {
"mode": "continuous",
"cadence": "constant",
"event_intensification": false
},
"identity_tension": [
"restaurant vs cultural ambassador",
"brunch spot vs coffee house"
],
"negative_space": [
"non_delivery_focused",
"non_nightlife_oriented",
"non_bar_service"
],
"stability_profile": {
"identity_coherence": "high",
"format_persistence": "high",
"volatility": "low"
},
"relational_surface": {
"connects": [
"people",
"culture",
"food"
],
"acts_as": "bridge"
}
}
Complete Master Bundle (Raw JSON)
{
"target": {
"id": "namu_kitchen",
"name": "Namu Kitchen",
"url": "http://namukitchen.square.site/",
"entity_type": "restaurant"
},
"metadata": {
"created_at": "2026-01-14T18:38:36.556342Z",
"source_directory": "batch_06/namu_kitchen"
},
"extraction": {
"http": {
"status_code": 200,
"final_url": "https://namukitchen.square.site/"
},
"seo": {
"title": "Namu Kitchen | Korean Brunch & Specialty Coffee in West Covina | NAMU KITCHEN",
"meta_description": "Experience authentic Korean-style brunch at Namu Kitchen. Try our Kimchi Pancake, and specialty coffees near Haven City Market.",
"canonical_url": "https://namukitchen.square.site/",
"og_tags": {
"og:title": "Namu Kitchen | Korean Brunch & Specialty Coffee in West Covina | NAMU KITCHEN",
"og:site_name": "NAMU KITCHEN",
"og:description": "Experience authentic Korean-style brunch at Namu Kitchen. Try our Kimchi Pancake, and specialty coffees near Haven City Market.",
"og:url": "https://namukitchen.square.site",
"og:type": "website"
},
"twitter_tags": {},
"all_meta_tags": {
"viewport": "width=device-width, initial-scale=1, maximum-scale=1",
"generator": "Square Online",
"apple-mobile-web-app-capable": "yes",
"apple-mobile-web-app-status-bar-style": "default",
"apple-mobile-web-app-title": "NAMU KITCHEN",
"theme-color": "#8e5e01",
"msapplication-TileColor": "#8e5e01",
"msapplication-TileImage": "/uploads/b/186ff4f0-e893-11ea-b47b-830a2f035280/icon_180x180_ios_MTUzNT.png?width=144",
"description": "Experience authentic Korean-style brunch at Namu Kitchen. Try our Kimchi Pancake, and specialty coffees near Haven City Market.",
"og:title": "Namu Kitchen | Korean Brunch & Specialty Coffee in West Covina | NAMU KITCHEN",
"og:site_name": "NAMU KITCHEN",
"og:description": "Experience authentic Korean-style brunch at Namu Kitchen. Try our Kimchi Pancake, and specialty coffees near Haven City Market.",
"og:url": "https://namukitchen.square.site",
"og:type": "website"
}
},
"schema_org_source": [],
"contact": {
"emails": [
"hi@mystore.com"
],
"phones": [
" 186.6113744",
"1708044302",
"3633073655",
"200.381 8072",
"(555) 555-5555",
"1738630253",
".6987298107",
"17116012812",
"3439172743",
".8625592417"
],
"addresses": [],
"social_profiles": {}
},
"hours": {
"found": false,
"raw_hours_text": "",
"schema_hours": [],
"always_open": false
},
"menu": {},
"cuisine": [
"American",
"Korean",
"Burger",
"Bar",
"Pub"
],
"reviews": {
"found": false,
"rating": null,
"review_count": null
},
"navigation": {
"primary_nav": [
{
"text": "Home",
"href": "https://namukitchen.square.site/home"
},
{
"text": "Gift cards",
"href": "https://namukitchen.square.site/s/gift-cards"
},
{
"text": "Book",
"href": "https://namukitchen.square.site/s/appointments"
},
{
"text": "Contact Us",
"href": "https://namukitchen.square.site/contact-us"
},
{
"text": "More",
"href": "https://namukitchen.square.site/#"
}
],
"footer_nav": [
{
"text": "Home",
"href": "https://namukitchen.square.site/home"
},
{
"text": "Gift cards",
"href": "https://namukitchen.square.site/s/gift-cards"
},
{
"text": "Book",
"href": "https://namukitchen.square.site/s/appointments"
},
{
"text": "Contact Us",
"href": "https://namukitchen.square.site/contact-us"
},
{
"text": "Powered by Square",
"href": "https://squareup.com/t/f_internal/d_startonsquare/p_weebly/c_footer/pr_startonsquare?route=/online-store"
}
],
"all_internal_links": [
"https://namukitchen.square.site/home",
"https://namukitchen.square.site/s/gift-cards",
"https://namukitchen.square.site/s/appointments",
"https://namukitchen.square.site/contact-us",
"https://namukitchen.square.site/s/order",
"https://namukitchen.square.site/#",
"https://namukitchen.square.site/"
]
},
"images": {
"total_images": 20,
"images": [
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/cashapp.svg",
"alt": "CashApp",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/applepay.svg",
"alt": "Apple Pay",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/googlepay.svg",
"alt": "Google Pay",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/visa.svg",
"alt": "Visa",
"width": 34,
"height": 22
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/mastercard.svg",
"alt": "Mastercard",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/americanexpress.svg",
"alt": "American Express",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/discover.svg",
"alt": "Discover",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/jcb.svg",
"alt": "JCB",
"width": 34,
"height": 24
},
{
"src": "https://9deb4c322d163fbfc301.cdn6.editmysite.com/uploads/b/9deb4c322d163fbfc3018f50271d6716836ad2904138ccdbe3122d6502129a45/letter-logo_brown_1708044302.png?width=2400&optimize=medium",
"alt": "NAMU KITCHEN logo",
"width": 131,
"height": 65
},
{
"src": "https://9deb4c322d163fbfc301.cdn6.editmysite.com/uploads/b/9deb4c322d163fbfc3018f50271d6716836ad2904138ccdbe3122d6502129a45/logo-square-2.14-color_1707941121.png?width=2400&optimize=medium",
"alt": "",
"width": 612,
"height": 612
},
{
"src": "https://9deb4c322d163fbfc301.cdn6.editmysite.com/uploads/b/9deb4c322d163fbfc3018f50271d6716836ad2904138ccdbe3122d6502129a45/Logo-Large2-brown_1707943236.png?width=2400&optimize=medium",
"alt": "NAMU KITCHEN logo",
"width": 187,
"height": 105
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/cashapp.svg",
"alt": "CashApp",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/applepay.svg",
"alt": "Apple Pay",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/googlepay.svg",
"alt": "Google Pay",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/visa.svg",
"alt": "Visa",
"width": 37,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/mastercard.svg",
"alt": "Mastercard",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/americanexpress.svg",
"alt": "American Express",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/discover.svg",
"alt": "Discover",
"width": 34,
"height": 24
},
{
"src": "https://namukitchen.square.site/static/icons/payment-methods/jcb.svg",
"alt": "JCB",
"width": 34,
"height": 24
},
{
"src": "https://imgsct.cookiebot.com/1.gif?dgi=77a73a28-177d-4cee-96cb-bff1d0fcaafa",
"alt": "Cookiebot session tracker icon loaded",
"width": 1,
"height": 1
}
],
"images_with_alt": 19
},
"pages": []
},
"content": {
"full_text": "================================================================================\nFULL TEXT EXTRACTION: Namu Kitchen\nURL: http://namukitchen.square.site/\nExtracted: 2026-01-10T23:16:28.186220Z\n================================================================================\n\n",
"word_count": 11,
"pages_crawled": 0
},
"files": {
"screenshot": "batch_06/namu_kitchen/screenshot_20260110T231628.png",
"source_directory": "batch_06/namu_kitchen"
},
"ai_summary": {
"summary_text": "Namu Kitchen is a Korean brunch restaurant and specialty coffee establishment located in West Covina, California. The restaurant focuses on authentic Korean-style brunch cuisine, with their signature Kimchi Pancake being prominently featured. As indicated by their Square-based website, they offer online ordering capabilities and accept various payment methods including digital payments like Apple Pay, Google Pay, and CashApp, alongside traditional credit cards. The establishment operates near Haven City Market and provides both dine-in services and gift card options. Their menu combines Korean culinary traditions with American brunch concepts, creating a unique dining experience that bridges two food cultures. The restaurant appears to cater to customers seeking authentic Korean flavors in a casual brunch setting, with the convenience of modern ordering and payment systems.",
"structured_data": {
"business_type": "Korean Brunch Restaurant & Coffee Shop",
"cuisine_type": "Korean-American Fusion, Korean Brunch",
"price_range": "Not available",
"key_features": [
"Korean brunch specialties",
"Kimchi Pancake signature dish",
"Specialty coffee",
"Online ordering",
"Gift cards available"
],
"best_for": [
"Korean brunch",
"specialty coffee",
"authentic Korean flavors",
"casual dining"
]
},
"jsonld_schema": {
"@context": "https://schema.org",
"@type": "Restaurant",
"@id": "https://katiejakesbar.com/directory/namu_kitchen.html",
"identifier": "namu_kitchen",
"name": "Namu Kitchen",
"url": "http://namukitchen.square.site/",
"description": "Namu Kitchen is a Korean brunch restaurant and specialty coffee establishment located in West Covina, California. The restaurant focuses on authentic Korean-style brunch cuisine, with their signature Kimchi Pancake being prominently featured. As indicated by their Square-based website, they offer online ordering capabilities and accept various payment methods including digital payments like Apple Pay, Google Pay, and CashApp, alongside traditional credit cards. The establishment operates near Haven City Market and provides both dine-in services and gift card options. Their menu combines Korean culinary traditions with American brunch concepts, creating a unique dining experience that bridges two food cultures. The restaurant appears to cater to customers seeking authentic Korean flavors in a casual brunch setting, with the convenience of modern ordering and payment systems.",
"datePublished": "2026-01-14T18:44:01.992042Z",
"servesCuisine": [
"Korean",
"American"
],
"acceptsReservations": true,
"paymentAccepted": [
"Cash",
"Credit Card",
"Apple Pay",
"Google Pay",
"CashApp"
],
"hasMenu": true,
"publisher": {
"@type": "Restaurant",
"name": "KatieJakes Bar Directory",
"url": "https://katiejakesbar.com"
}
},
"recursive_reflection": {
"functional_role": [
"cultural_bridge",
"service_provider",
"community_feeder"
],
"interaction_geometry": {
"primary_flow": "customers → menu selection → ordering → dining experience",
"secondary_flow": "community → cultural cuisine access → Korean food familiarity"
},
"temporal_behavior": {
"mode": "continuous",
"cadence": "constant",
"event_intensification": false
},
"identity_tension": [
"restaurant vs cultural ambassador",
"brunch spot vs coffee house"
],
"negative_space": [
"non_delivery_focused",
"non_nightlife_oriented",
"non_bar_service"
],
"stability_profile": {
"identity_coherence": "high",
"format_persistence": "high",
"volatility": "low"
},
"relational_surface": {
"connects": [
"people",
"culture",
"food"
],
"acts_as": "bridge"
}
},
"schema_type_reasoning": "I chose @type Restaurant because this entity primarily serves food as its core function, as evidenced by the Korean brunch focus, signature dishes like Kimchi Pancake, menu offerings, and restaurant-specific features like reservations and dining service in the data."
}
}