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?
community_connector local_knowledge_aggregator recommendation_catalyst
Interaction Geometry
How information flows through this entity:
| Flow Type |
Pattern |
| Primary Flow | individual query → community responses → collective knowledge |
| Secondary Flow | geographic context → venue suggestions → social validation |
Temporal Behavior
Time dynamics (not business hours):
| Attribute |
Value |
| Mode | episodic |
| Cadence | sporadic |
| Event Intensification | No |
Identity Tension
Multiplicities that Schema.org cannot express:
discussion vs directory question vs resource individual need vs community knowledge
Negative Space
What this entity explicitly does NOT do (critical for avoiding misclassification):
non_transactional non_review_based non_venue_operated non_commercial
Stability Profile
| Attribute |
Level |
| Identity Coherence | medium |
| Format Persistence | high |
| Volatility | low |
Relational Surface
Topological connections (without invented facts):
| Relation Type |
Value |
| Connects | people, places, local_businesses |
| Acts As | bridge |
Complete Recursive-LD JSON
Machine-readable dimensional reasoning layer (also in <head> as Schema.org StructuredValue)
{
"functional_role": [
"community_connector",
"local_knowledge_aggregator",
"recommendation_catalyst"
],
"interaction_geometry": {
"primary_flow": "individual query → community responses → collective knowledge",
"secondary_flow": "geographic context → venue suggestions → social validation"
},
"temporal_behavior": {
"mode": "episodic",
"cadence": "sporadic",
"event_intensification": false
},
"identity_tension": [
"discussion vs directory",
"question vs resource",
"individual need vs community knowledge"
],
"negative_space": [
"non_transactional",
"non_review_based",
"non_venue_operated",
"non_commercial"
],
"stability_profile": {
"identity_coherence": "medium",
"format_persistence": "high",
"volatility": "low"
},
"relational_surface": {
"connects": [
"people",
"places",
"local_businesses"
],
"acts_as": "bridge"
}
}
Complete Master Bundle (Raw JSON)
{
"target": {
"id": "reddit_sgv_happy_hour",
"name": "Reddit – SGV Happy Hour",
"url": "https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/",
"entity_type": "organization"
},
"metadata": {
"created_at": "2026-01-14T18:09:23.308027Z",
"source_directory": "batch_05/reddit_sgv_happy_hour"
},
"extraction": {
"http": {
"status_code": 200,
"final_url": "https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/"
},
"seo": {
"title": "Reddit - The heart of the internet",
"meta_description": "",
"canonical_url": "",
"og_tags": {},
"twitter_tags": {},
"all_meta_tags": {
"viewport": "width=device-width, initial-scale=1, viewport-fit=cover",
"apple-mobile-web-app-capable": "yes",
"apple-mobile-web-app-status-bar-style": "black",
"msapplication-navbutton-color": "#000000",
"theme-color": "#000000"
}
},
"schema_org_source": [],
"contact": {
"emails": [
"9f057df6115a4bb488c08ea12a835e6e@error-tracking.reddit.com"
],
"phones": [
".1768077761",
"17473355153",
"7058197287",
"4398070479",
"3830358402",
"0000000025",
"17680777612"
],
"addresses": [],
"social_profiles": {}
},
"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": "Log In",
"href": "https://www.reddit.com/login/"
}
],
"footer_nav": [],
"all_internal_links": [
"https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/#main-content",
"https://www.reddit.com/",
"https://www.reddit.com/login/",
"https://www.reddit.com/r/sgv/",
"https://www.reddit.com/user/Artistic-Shoe784/",
"https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/?tl=hi",
"https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/?tl=th",
"https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/?tl=hu",
"https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/?tl=it",
"https://www.reddit.com/answers/df844c0f-5cff-4ffb-aaa2-887b73d45455/?q=Recommendations%20for%20happy%20hour%20spots%20in%20SGV&source=PDP",
"https://www.reddit.com/answers/b32d42c6-74ed-4fb8-9618-dfce55ff9e6c/?q=Best%20happy%20hours%20in%20Alhambra&source=PDP",
"https://www.reddit.com/answers/cb1960e6-19f5-4334-8c10-02871a36ef47/?q=Best%20happy%20hour%20spots%20in%20Woodland%20Hills&source=PDP",
"https://www.reddit.com/answers/709aeb1e-8772-4c67-ab1c-ba7568e44a5b/?q=Best%20happy%20hour%20spots%20in%20Sherman%20Oaks&source=PDP",
"https://www.reddit.com/answers/5b592628-ffc2-417c-99a6-4484995a23bd/?q=Bars%20in%20the%20San%20Fernando%20Valley&source=PDP",
"https://www.reddit.com/posts/2025/may-15-1/global/",
"https://www.reddit.com/posts/2025/may/global/",
"https://www.reddit.com/posts/2025/global/",
"https://www.reddit.com/policies/privacy-policy"
]
},
"images": {
"total_images": 8,
"images": [
{
"src": "https://styles.redditmedia.com/t5_2s3fb/styles/communityIcon_gm0mpm9h9tt41.jpg?width=96&height=96&frame=1&auto=webp&crop=96%3A96%2Csmart&s=0d03d9928ef26c491269034d6076e037cdc40e1a",
"alt": "r/sgv icon",
"width": 32,
"height": 32
},
{
"src": "https://styles.redditmedia.com/t5_2s3fb/styles/bannerBackgroundImage_d88uy80wg5851.jpg?format=pjpg&s=cae24e3df0b9abaf971b332dd5e0a9c9f17e1658",
"alt": "A banner for the subreddit",
"width": 0,
"height": 0
},
{
"src": "https://styles.redditmedia.com/t5_2s3fb/styles/communityIcon_gm0mpm9h9tt41.jpg?width=96&height=96&frame=1&auto=webp&crop=96%3A96%2Csmart&s=0d03d9928ef26c491269034d6076e037cdc40e1a",
"alt": "r/sgv icon",
"width": 48,
"height": 96
},
{
"src": "https://emoji.redditmedia.com/ad1td4bx9ezz_t5_3nqvj/upvote",
"alt": "upvote",
"width": 128,
"height": 128
},
{
"src": "https://emoji.redditmedia.com/ad1td4bx9ezz_t5_3nqvj/upvote",
"alt": "upvote",
"width": 128,
"height": 128
},
{
"src": "https://emoji.redditmedia.com/ad1td4bx9ezz_t5_3nqvj/upvote",
"alt": "upvote",
"width": 128,
"height": 128
},
{
"src": "https://emoji.redditmedia.com/ad1td4bx9ezz_t5_3nqvj/upvote",
"alt": "upvote",
"width": 128,
"height": 128
},
{
"src": "https://id.rlcdn.com/472486.gif",
"alt": "",
"width": 1,
"height": 1
}
],
"images_with_alt": 7
},
"pages": [
{
"url": "https://www.reddit.com/contact",
"page_name": "Reddit Help",
"title": "Reddit Help",
"content": "How can we help you today? Welcome to Reddit's Help Center Moderator Help Information and answers to questions about moderating communities on Reddit. Redditor Help Support and information about managing your Reddit account and using the platform.",
"word_count": 37,
"char_count": 247
},
{
"url": "https://www.reddit.com/about",
"page_name": "Reddit Inc Homepage",
"title": "Reddit Inc Homepage",
"content": "The heart of the internet Reddit is home to thousands of communities, endless conversation, and authentic human connection. Whether you're into breaking news, sports, TV fan theories, or a never-ending stream of the internet's cutest animals, there's a community on Reddit for you. How does Reddit work? Every day, millions of people around the world post, vote, and comment in communities organized around their interests. Visit Reddit How Does Reddit Work? Every day, millions of people around the world post, vote, and comment in communities organized around their interests. Visit Reddit Post The community can share content by posting stories, links, images, and videos. Comment The community comments on posts. Comments provide discussion and often humor. Vote Comments & posts can be upvoted or downvoted. The most interesting content rises to the top. Reddit by the numbers Reddit is a growing family of millions of diverse people sharing the things they care about most. As of September 30, 2025 0M Daily active uniques 0M+ Weekly active uniques 0K+ Active communities 0B+ Posts & comments Reddit press Reddit news Now in Beta: Max Campaigns for AI-Powered Ad Performance and Unique Audience Insights January 05, 2026 Stephen Riad Named Reddit’s New EVP, Advertising Sales December 22, 2025 Testing Verified Profiles on Reddit December 10, 2025 Reddit Welcomes Maria Angelidou-Smith as Chief Product Officer November 13, 2025 View more blog posts",
"word_count": 228,
"char_count": 1457
},
{
"url": "https://www.reddit.com/menus",
"page_name": "Reddit - The heart of the internet",
"title": "Reddit - The heart of the internet",
"content": "Go to RenewableEnergy r/RenewableEnergy r/RenewableEnergy * Share your fascinating links about renewable energy * Discuss new renewable technologies * Contribute news about renewable energy usage * Meet other renewable energy enthusiasts * Enjoy our functional design including * user flair * links to many related subreddits in the header menu * links to reddit specific information in the header menu Members • BlueRock Spending on new renewable energy capacity to total $7 trillion over next 20 years. \"The annual value of renewable energy capacity installed will double in real terms to $395bn in 2020, rising to $460bn in 2030, compared with $195bn in 2010....\" bnef.com Open Share",
"word_count": 107,
"char_count": 686
},
{
"url": "https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/",
"page_name": "Reddit - The heart of the internet",
"title": "Reddit - The heart of the internet",
"content": "Go to sgv r/sgv r/sgv \\ud83d\\ude4c A place to discuss all things related to the San Gabriel Valley in Southern California. Please make sure that all posts are related to the SGV and provide some context if it's not already clear. Members • Artistic-Shoe784 हिन्दीไทยMagyarItaliano fav happy hour spots? Just moved to SGV and looking for a fun happy hour spot. Not huge on sports, but love a good beer or cocktail. Downtown Alhambra or Old Town Pasadena would be ideal. Thanks! Edit: Thank you all for your suggestions! ❤️ Read more Share",
"word_count": 93,
"char_count": 537
}
]
},
"content": {
"full_text": "================================================================================\nFULL TEXT EXTRACTION: Reddit – SGV Happy Hour\nURL: https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/\nExtracted: 2026-01-10T20:45:47.355923Z\n================================================================================\n\n\n────────────────────────────────────────────────────────────────────────────────\nPAGE 1: Reddit Help\nURL: https://www.reddit.com/contact\nWords: 37\n────────────────────────────────────────────────────────────────────────────────\n\nHow can we help you today? Welcome to Reddit's Help Center Moderator Help Information and answers to questions about moderating communities on Reddit. Redditor Help Support and information about managing your Reddit account and using the platform.\n\n\n────────────────────────────────────────────────────────────────────────────────\nPAGE 2: Reddit Inc Homepage\nURL: https://www.reddit.com/about\nWords: 228\n────────────────────────────────────────────────────────────────────────────────\n\nThe heart of the internet Reddit is home to thousands of communities, endless conversation, and authentic human connection. Whether you're into breaking news, sports, TV fan theories, or a never-ending stream of the internet's cutest animals, there's a community on Reddit for you. How does Reddit work? Every day, millions of people around the world post, vote, and comment in communities organized around their interests. Visit Reddit How Does Reddit Work? Every day, millions of people around the world post, vote, and comment in communities organized around their interests. Visit Reddit Post The community can share content by posting stories, links, images, and videos. Comment The community comments on posts. Comments provide discussion and often humor. Vote Comments & posts can be upvoted or downvoted. The most interesting content rises to the top. Reddit by the numbers Reddit is a growing family of millions of diverse people sharing the things they care about most. As of September 30, 2025 0M Daily active uniques 0M+ Weekly active uniques 0K+ Active communities 0B+ Posts & comments Reddit press Reddit news Now in Beta: Max Campaigns for AI-Powered Ad Performance and Unique Audience Insights January 05, 2026 Stephen Riad Named Reddit’s New EVP, Advertising Sales December 22, 2025 Testing Verified Profiles on Reddit December 10, 2025 Reddit Welcomes Maria Angelidou-Smith as Chief Product Officer November 13, 2025 View more blog posts\n\n\n────────────────────────────────────────────────────────────────────────────────\nPAGE 3: Reddit - The heart of the internet\nURL: https://www.reddit.com/menus\nWords: 107\n────────────────────────────────────────────────────────────────────────────────\n\nGo to RenewableEnergy r/RenewableEnergy r/RenewableEnergy * Share your fascinating links about renewable energy * Discuss new renewable technologies * Contribute news about renewable energy usage * Meet other renewable energy enthusiasts * Enjoy our functional design including * user flair * links to many related subreddits in the header menu * links to reddit specific information in the header menu Members • BlueRock Spending on new renewable energy capacity to total $7 trillion over next 20 years. \"The annual value of renewable energy capacity installed will double in real terms to $395bn in 2020, rising to $460bn in 2030, compared with $195bn in 2010....\" bnef.com Open Share\n\n\n────────────────────────────────────────────────────────────────────────────────\nPAGE 4: Reddit - The heart of the internet\nURL: https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/\nWords: 93\n────────────────────────────────────────────────────────────────────────────────\n\nGo to sgv r/sgv r/sgv \\ud83d\\ude4c A place to discuss all things related to the San Gabriel Valley in Southern California. Please make sure that all posts are related to the SGV and provide some context if it's not already clear. Members • Artistic-Shoe784 हिन्दीไทยMagyarItaliano fav happy hour spots? Just moved to SGV and looking for a fun happy hour spot. Not huge on sports, but love a good beer or cocktail. Downtown Alhambra or Old Town Pasadena would be ideal. Thanks! Edit: Thank you all for your suggestions! ❤️ Read more Share\n\n",
"word_count": 530,
"pages_crawled": 4
},
"files": {
"screenshot": "batch_05/reddit_sgv_happy_hour/screenshot_20260110T204547.png",
"source_directory": "batch_05/reddit_sgv_happy_hour"
},
"ai_summary": {
"summary_text": "This is a Reddit discussion thread posted in the r/sgv subreddit, focused on happy hour recommendations in the San Gabriel Valley area of Southern California. The thread was created by user Artistic-Shoe784, who recently moved to SGV and is seeking suggestions for fun happy hour spots that serve good beer and cocktails, particularly in Downtown Alhambra or Old Town Pasadena. The post specifically mentions the user is not huge on sports but enjoys quality beverages. This represents a community-driven discussion thread within Reddit's social media platform, where local residents share recommendations and engage in conversation about dining and drinking establishments in their geographic area.",
"structured_data": {
"business_type": "Social Media Discussion Thread",
"cuisine_type": "Not applicable",
"price_range": "Not available",
"key_features": [
"community discussion",
"local recommendations",
"happy hour focus",
"SGV geographic area"
],
"best_for": [
"finding local bar recommendations",
"community engagement",
"discovering happy hour spots"
]
},
"jsonld_schema": {
"@context": "https://schema.org",
"@type": "CreativeWork",
"@id": "https://katiejakesbar.com/directory/reddit_sgv_happy_hour.html",
"identifier": "reddit_sgv_happy_hour",
"name": "Reddit – SGV Happy Hour",
"url": "https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/",
"description": "This is a Reddit discussion thread posted in the r/sgv subreddit, focused on happy hour recommendations in the San Gabriel Valley area of Southern California. The thread was created by user Artistic-Shoe784, who recently moved to SGV and is seeking suggestions for fun happy hour spots that serve good beer and cocktails, particularly in Downtown Alhambra or Old Town Pasadena. The post specifically mentions the user is not huge on sports but enjoys quality beverages. This represents a community-driven discussion thread within Reddit's social media platform, where local residents share recommendations and engage in conversation about dining and drinking establishments in their geographic area.",
"datePublished": "2026-01-14T18:16:11.435896Z",
"author": {
"@type": "Person",
"name": "Artistic-Shoe784"
},
"discussionUrl": "https://www.reddit.com/r/sgv/comments/1kngaih/fav_happy_hour_spots/",
"keywords": "happy hour, SGV, San Gabriel Valley, Alhambra, Pasadena, bars, cocktails, beer",
"about": {
"@type": "Place",
"name": "San Gabriel Valley",
"containedInPlace": "Southern California"
},
"publisher": {
"@type": "Restaurant",
"name": "KatieJakes Bar Directory",
"url": "https://katiejakesbar.com"
}
},
"recursive_reflection": {
"functional_role": [
"community_connector",
"local_knowledge_aggregator",
"recommendation_catalyst"
],
"interaction_geometry": {
"primary_flow": "individual query → community responses → collective knowledge",
"secondary_flow": "geographic context → venue suggestions → social validation"
},
"temporal_behavior": {
"mode": "episodic",
"cadence": "sporadic",
"event_intensification": false
},
"identity_tension": [
"discussion vs directory",
"question vs resource",
"individual need vs community knowledge"
],
"negative_space": [
"non_transactional",
"non_review_based",
"non_venue_operated",
"non_commercial"
],
"stability_profile": {
"identity_coherence": "medium",
"format_persistence": "high",
"volatility": "low"
},
"relational_surface": {
"connects": [
"people",
"places",
"local_businesses"
],
"acts_as": "bridge"
}
},
"schema_type_reasoning": "I chose @type CreativeWork because this entity is fundamentally a piece of written content - a discussion thread that exists as a specific post on Reddit. While it connects people and facilitates recommendations, it is primarily a discrete piece of creative/informational content rather than an organization, media company, or physical place."
}
}