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?
event_host nightlife_curator vip_service_provider
Interaction Geometry
How information flows through this entity:
| Flow Type |
Pattern |
| Primary Flow | customers ā table reservations ā VIP experiences |
| Secondary Flow | event promoters ā venue booking ā audience engagement |
Temporal Behavior
Time dynamics (not business hours):
| Attribute |
Value |
| Mode | event_based |
| Cadence | recurring |
| Event Intensification | Yes |
Identity Tension
Multiplicities that Schema.org cannot express:
nightclub vs event venue vip service vs general admission
Negative Space
What this entity explicitly does NOT do (critical for avoiding misclassification):
non_food_service non_daytime_operation non_all_ages
Stability Profile
| Attribute |
Level |
| Identity Coherence | high |
| Format Persistence | high |
| Volatility | low |
Relational Surface
Topological connections (without invented facts):
| Relation Type |
Value |
| Connects | customers, event_promoters, djs |
| Acts As | hub |
Complete Recursive-LD JSON
Machine-readable dimensional reasoning layer (also in <head> as Schema.org StructuredValue)
{
"functional_role": [
"event_host",
"nightlife_curator",
"vip_service_provider"
],
"interaction_geometry": {
"primary_flow": "customers ā table reservations ā VIP experiences",
"secondary_flow": "event promoters ā venue booking ā audience engagement"
},
"temporal_behavior": {
"mode": "event_based",
"cadence": "recurring",
"event_intensification": true
},
"identity_tension": [
"nightclub vs event venue",
"vip service vs general admission"
],
"negative_space": [
"non_food_service",
"non_daytime_operation",
"non_all_ages"
],
"stability_profile": {
"identity_coherence": "high",
"format_persistence": "high",
"volatility": "low"
},
"relational_surface": {
"connects": [
"customers",
"event_promoters",
"djs"
],
"acts_as": "hub"
}
}
Complete Master Bundle (Raw JSON)
{
"target": {
"id": "the_circle_oc",
"name": "The Circle OC",
"url": "http://thecircleoc.com/",
"entity_type": "organization"
},
"metadata": {
"created_at": "2026-01-14T20:08:28.348630Z",
"source_directory": "batch_12/the_circle_oc"
},
"extraction": {
"http": {
"status_code": 200,
"final_url": "https://www.thecircleoc.com/"
},
"seo": {
"title": "The Circle OC | Reserve Your Spot Today",
"meta_description": "Discover VIP bottle service, private events, and upcoming parties at The \nCircle OC in Huntington Beach for an unforgettable nightlife experience.",
"canonical_url": "https://www.thecircleoc.com/",
"og_tags": {
"og:site_name": "The Circle OC",
"og:title": "The Circle OC | Reserve Your Spot Today",
"og:url": "https://www.thecircleoc.com",
"og:type": "website",
"og:description": "Discover VIP bottle service, private events, and upcoming parties at The Circle OC in Huntington Beach for an unforgettable nightlife experience.",
"og:image": "http://static1.squarespace.com/static/64e69389e80b3f30e3f3456f/t/6504ff168993453f0d48fd87/1694826270848/CIRCLE+OC-5604.JPG?format=1500w",
"og:image:width": "1500",
"og:image:height": "999"
},
"twitter_tags": {
"twitter:title": "The Circle OC | Reserve Your Spot Today",
"twitter:image": "http://static1.squarespace.com/static/64e69389e80b3f30e3f3456f/t/6504ff168993453f0d48fd87/1694826270848/CIRCLE+OC-5604.JPG?format=1500w",
"twitter:url": "https://www.thecircleoc.com",
"twitter:card": "summary",
"twitter:description": "Discover VIP bottle service, private events, and upcoming parties at The Circle OC in Huntington Beach for an unforgettable nightlife experience."
},
"all_meta_tags": {
"viewport": "width=device-width, initial-scale=1",
"og:site_name": "The Circle OC",
"og:title": "The Circle OC | Reserve Your Spot Today",
"og:url": "https://www.thecircleoc.com",
"og:type": "website",
"og:description": "Discover VIP bottle service, private events, and upcoming parties at The Circle OC in Huntington Beach for an unforgettable nightlife experience.",
"og:image": "http://static1.squarespace.com/static/64e69389e80b3f30e3f3456f/t/6504ff168993453f0d48fd87/1694826270848/CIRCLE+OC-5604.JPG?format=1500w",
"og:image:width": "1500",
"og:image:height": "999",
"twitter:title": "The Circle OC | Reserve Your Spot Today",
"twitter:image": "http://static1.squarespace.com/static/64e69389e80b3f30e3f3456f/t/6504ff168993453f0d48fd87/1694826270848/CIRCLE+OC-5604.JPG?format=1500w",
"twitter:url": "https://www.thecircleoc.com",
"twitter:card": "summary",
"twitter:description": "Discover VIP bottle service, private events, and upcoming parties at The Circle OC in Huntington Beach for an unforgettable nightlife experience.",
"description": "Discover VIP bottle service, private events, and upcoming parties at The \nCircle OC in Huntington Beach for an unforgettable nightlife experience."
}
},
"schema_org_source": [
{
"url": "https://www.thecircleoc.com",
"name": "The Circle OC",
"description": "",
"image": "//images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/1acc71ad-4ee8-4109-bfd9-d48ca9e21387/LOGO_500px.png",
"@context": "http://schema.org",
"@type": "WebSite"
},
{
"address": "",
"image": "https://static1.squarespace.com/static/64e69389e80b3f30e3f3456f/t/6504f53bb8b21d565f73987b/1767725502689/",
"openingHours": "",
"@context": "http://schema.org",
"@type": "LocalBusiness"
}
],
"contact": {
"emails": [
"user@domain.com",
"info@thecircleoc.com",
"Info@thecircleoc.com"
],
"phones": [
" 1767489206",
"17674852872",
" 1767726000",
"5499471774",
"17679770082",
"1.0060000000",
" 1675881514",
"1-877-305-1977",
"16928508637",
" 1673549457"
],
"addresses": [],
"social_profiles": {
"facebook": "2008",
"instagram": "circleoc"
}
},
"hours": {
"found": false,
"raw_hours_text": "",
"schema_hours": [],
"always_open": false
},
"menu": {},
"cuisine": [],
"reviews": {
"found": false,
"rating": null,
"review_count": null
},
"navigation": {
"primary_nav": [
{
"text": "Home",
"href": "https://www.thecircleoc.com/"
},
{
"text": "Bottle Service",
"href": "https://www.thecircleoc.com/bottle-service"
},
{
"text": "Corporate & Private Events",
"href": "https://www.thecircleoc.com/corporate-private-events"
},
{
"text": "Gallery",
"href": "https://www.thecircleoc.com/gallery"
},
{
"text": "Upcoming",
"href": "https://www.thecircleoc.com/upcoming"
},
{
"text": "FAQs",
"href": "https://www.thecircleoc.com/faqs"
}
],
"footer_nav": [
{
"text": "Info@thecircleoc.com",
"href": "mailto:info@thecircleoc.com"
},
{
"text": "CONTACT US",
"href": "https://www.thecircleoc.com/contact-us"
}
],
"all_internal_links": [
"https://www.thecircleoc.com/cart",
"https://www.thecircleoc.com/#page",
"https://www.thecircleoc.com/",
"https://www.thecircleoc.com/bottle-service",
"https://www.thecircleoc.com/corporate-private-events",
"https://www.thecircleoc.com/gallery",
"https://www.thecircleoc.com/upcoming",
"https://www.thecircleoc.com/faqs",
"https://www.thecircleoc.com/contact-us"
]
},
"images": {
"total_images": 7,
"images": [
{
"src": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/1acc71ad-4ee8-4109-bfd9-d48ca9e21387/LOGO_500px.png?format=1500w",
"alt": "The Circle OC",
"width": 50,
"height": 50
},
{
"src": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/1acc71ad-4ee8-4109-bfd9-d48ca9e21387/LOGO_500px.png?format=1500w",
"alt": "The Circle OC",
"width": 500,
"height": 500
},
{
"src": "https://images.squarespace-cdn.com/content/v1/63b7280f1480f03182fa6b95/34057b75-9832-4b08-903a-6f156bbcd605/shutterstock_593374547_Gradient.png",
"alt": "",
"width": 1366,
"height": 1109
},
{
"src": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/8c13ee7f-652b-415b-afd0-8e699e833467/Website-Header_Half-Gradient.png",
"alt": "A modern bar illuminated with blue and red neon lights, featuring a padded front counter, bottles of alcohol on shelves behind the bar, and glassware under a mirrored wall.",
"width": 1366,
"height": 799
},
{
"src": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/1767722562947-UEMVXAZQTI3CM1MJ7TMZ/Merge-Latin.jpg",
"alt": "",
"width": 274,
"height": 342
},
{
"src": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/1767076491768-7WKSCBKW8C7TB1EPJWNN/JAN-8th-IG.jpg",
"alt": "",
"width": 274,
"height": 342
},
{
"src": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/1767485287260-E8PUTWNTW0R4FEMKURA3/Wasted-EMORFIK.jpg",
"alt": "",
"width": 274,
"height": 342
}
],
"images_with_alt": 3
},
"pages": [
{
"url": "http://thecircleoc.com/",
"page_name": "The Circle OC | Reserve Your Spot Today",
"title": "The Circle OC | Reserve Your Spot Today",
"content": "THE CIRCLE OC VIP BOTTLE SERVICE BOOK A TABLE FOR AN UPCOMING EVENT. BOOK A TABLE THIS WEEK WED 1/7 Latin Tech Merge 21+ TICKETS THU 1/8 Captain Connor True House 18+ TICKETS SAT 1/10 EMORFIK Wasted 18+ TICKETS VIEW ALL EVENTS CORPORATE & PRIVATE EVENTS BOOK AN EVENT JOIN THE PARTY Sign up to get updates on everything happening at the Circle!",
"word_count": 63,
"char_count": 344
},
{
"url": "http://thecircleoc.com/contact-us",
"page_name": "Contact Us | Book Your Visit Today ā The Circle OC",
"title": "Contact Us | Book Your Visit Today ā The Circle OC",
"content": "CONTACT US Give us a call, email, or use one of the forms below! CONTACT FORM OPEN FORM BOTTLE SERVICE RSVP PRIVATE EVENT BOOK AN EVENT DIRECT CONTACT LOCATION HOURS JOIN THE PARTY Sign up to get updates on everything happening at the Circle!",
"word_count": 44,
"char_count": 242
}
]
},
"content": {
"full_text": "================================================================================\nFULL TEXT EXTRACTION: The Circle OC\nURL: http://thecircleoc.com/\nExtracted: 2026-01-12T22:44:15.607256Z\n================================================================================\n\n\nāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā\nPAGE 1: The Circle OC | Reserve Your Spot Today\nURL: http://thecircleoc.com/\nWords: 63\nāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā\n\nTHE CIRCLE OC VIP BOTTLE SERVICE BOOK A TABLE FOR AN UPCOMING EVENT. BOOK A TABLE THIS WEEK WED 1/7 Latin Tech Merge 21+ TICKETS THU 1/8 Captain Connor True House 18+ TICKETS SAT 1/10 EMORFIK Wasted 18+ TICKETS VIEW ALL EVENTS CORPORATE & PRIVATE EVENTS BOOK AN EVENT JOIN THE PARTY Sign up to get updates on everything happening at the Circle!\n\n\nāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā\nPAGE 2: Contact Us | Book Your Visit Today ā The Circle OC\nURL: http://thecircleoc.com/contact-us\nWords: 44\nāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā\n\nCONTACT US Give us a call, email, or use one of the forms below! CONTACT FORM OPEN FORM BOTTLE SERVICE RSVP PRIVATE EVENT BOOK AN EVENT DIRECT CONTACT LOCATION HOURS JOIN THE PARTY Sign up to get updates on everything happening at the Circle!\n\n",
"word_count": 154,
"pages_crawled": 2
},
"files": {
"screenshot": "batch_12/the_circle_oc/screenshot_20260112T224415.png",
"source_directory": "batch_12/the_circle_oc"
},
"ai_summary": {
"summary_text": "The Circle OC is a nightlife venue located in Huntington Beach, California, specializing in VIP bottle service and private events. The venue hosts regular events throughout the week featuring different music genres including Latin Tech, True House, and electronic music, with events for both 18+ and 21+ audiences. The Circle OC offers VIP table reservations for upcoming events and provides corporate and private event hosting services. The venue features modern bar facilities with blue and red neon lighting and appears to focus on creating an upscale nightclub experience for the Orange County area. Their services include bottle service packages, private event planning, and regular weekly programming with various DJs and musical acts.",
"structured_data": {
"business_type": "Nightclub/Event Venue",
"cuisine_type": "Not applicable",
"price_range": "Not available",
"key_features": [
"VIP bottle service",
"Private events",
"Regular weekly programming",
"18+ and 21+ events",
"Corporate event hosting"
],
"best_for": [
"Nightlife entertainment",
"VIP experiences",
"Private parties",
"Corporate events",
"Electronic music events"
]
},
"jsonld_schema": {
"@context": "https://schema.org",
"@type": "NightClub",
"@id": "https://katiejakesbar.com/directory/the_circle_oc.html",
"identifier": "the_circle_oc",
"name": "The Circle OC",
"url": "http://thecircleoc.com/",
"description": "The Circle OC is a nightlife venue located in Huntington Beach, California, specializing in VIP bottle service and private events. The venue hosts regular events throughout the week featuring different music genres including Latin Tech, True House, and electronic music, with events for both 18+ and 21+ audiences. The Circle OC offers VIP table reservations for upcoming events and provides corporate and private event hosting services. The venue features modern bar facilities with blue and red neon lighting and appears to focus on creating an upscale nightclub experience for the Orange County area. Their services include bottle service packages, private event planning, and regular weekly programming with various DJs and musical acts.",
"datePublished": "2026-01-14T20:10:46.972164Z",
"address": {
"@type": "PostalAddress",
"addressLocality": "Huntington Beach",
"addressRegion": "California"
},
"email": "info@thecircleoc.com",
"sameAs": [
"https://www.instagram.com/circleoc",
"https://www.facebook.com/2008"
],
"image": "https://images.squarespace-cdn.com/content/v1/64e69389e80b3f30e3f3456f/8c13ee7f-652b-415b-afd0-8e699e833467/Website-Header_Half-Gradient.png",
"makesOffer": [
{
"@type": "Offer",
"itemOffered": {
"@type": "Service",
"name": "VIP Bottle Service",
"description": "VIP table reservations with bottle service"
}
},
{
"@type": "Offer",
"itemOffered": {
"@type": "Service",
"name": "Private Events",
"description": "Corporate and private event hosting"
}
}
],
"publisher": {
"@type": "Restaurant",
"name": "KatieJakes Bar Directory",
"url": "https://katiejakesbar.com"
}
},
"recursive_reflection": {
"functional_role": [
"event_host",
"nightlife_curator",
"vip_service_provider"
],
"interaction_geometry": {
"primary_flow": "customers ā table reservations ā VIP experiences",
"secondary_flow": "event promoters ā venue booking ā audience engagement"
},
"temporal_behavior": {
"mode": "event_based",
"cadence": "recurring",
"event_intensification": true
},
"identity_tension": [
"nightclub vs event venue",
"vip service vs general admission"
],
"negative_space": [
"non_food_service",
"non_daytime_operation",
"non_all_ages"
],
"stability_profile": {
"identity_coherence": "high",
"format_persistence": "high",
"volatility": "low"
},
"relational_surface": {
"connects": [
"customers",
"event_promoters",
"djs"
],
"acts_as": "hub"
}
},
"schema_type_reasoning": "I chose @type NightClub because this entity primarily operates as a nightlife venue with VIP bottle service, regular DJ events, age-restricted programming (18+ and 21+), and focuses on nighttime entertainment experiences, as evidenced by the event listings, bottle service offerings, and modern bar imagery with neon lighting."
}
}