The Three Pillars of Entity Recognition
Session 2.2 · ~5 min read
Google does not accept self-declaration alone. Putting Organization schema on your website tells Google what you claim about yourself. It does not tell Google whether those claims are true. Recognition requires evidence from three distinct sources, each providing a different type of signal.
The Three Pillars
Authoritative Assertions"] E --> P2["Pillar 2:
Corroborative Mentions"] E --> P3["Pillar 3:
Behavioral Signals"] P1 --> A1["Schema.org on your site"] P1 --> A2["About page content"] P1 --> A3["GBP self-declaration"] P2 --> C1["Directory citations"] P2 --> C2["News mentions"] P2 --> C3["Social profile existence"] P2 --> C4["Wikidata / Wikipedia"] P3 --> B1["Branded search volume"] P3 --> B2["Direct traffic"] P3 --> B3["Click-through on brand queries"] style E fill:#2a2a28,stroke:#c8a882,color:#ede9e3 style P1 fill:#2a2a28,stroke:#6b8f71,color:#ede9e3 style P2 fill:#2a2a28,stroke:#6b8f71,color:#ede9e3 style P3 fill:#2a2a28,stroke:#6b8f71,color:#ede9e3 style A1 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style A2 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style A3 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style C1 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style C2 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style C3 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style C4 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style B1 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style B2 fill:#2a2a28,stroke:#8a8478,color:#ede9e3 style B3 fill:#2a2a28,stroke:#8a8478,color:#ede9e3
Pillar 1: Authoritative Assertions
Authoritative assertions are what you declare about yourself through controlled channels. These include:
- Organization schema on your website (JSON-LD with name, url, logo, address, sameAs)
- A comprehensive About page with entity details in human-readable form
- Google Business Profile with verified business information
- Social media profiles that state who you are (LinkedIn, Facebook, Twitter/X)
Authoritative assertions are necessary but not sufficient. Anyone can put Organization schema on a website. Anyone can create a GBP listing. Self-declaration establishes a claim. It does not prove the claim.
Pillar 2: Corroborative Mentions
Corroborative mentions come from sources you do not control. When a business directory lists your company with the same name, address, and phone number you declared, that is corroboration. When a news article mentions your company, that is corroboration. When Wikidata has an entry for your entity, that is strong corroboration.
| Corroboration Source | Signal Strength | Difficulty to Obtain | Time to Impact |
|---|---|---|---|
| Wikidata entry | Very High | Medium (if you qualify) | 4-8 weeks |
| Wikipedia mention | Very High | High (notability required) | 4-12 weeks |
| News articles | High | High (requires newsworthy activity) | 2-6 weeks |
| Industry directories | Medium | Low | 4-8 weeks |
| General directories | Medium | Low | 4-8 weeks |
| Social media profiles | Medium | Low | 2-4 weeks |
| Review sites | Medium | Low-Medium | Ongoing |
| Government databases | High | Varies | Passive (already exists or not) |
The number and quality of corroborative mentions determine Google's confidence in your entity. A single directory listing is weak. Twenty consistent directory listings, a Wikidata entry, and three news articles are strong.
Google trusts what multiple independent sources agree on. One source claiming you exist is a rumor. Twenty sources confirming the same facts is evidence.
Pillar 3: Behavioral Signals
Behavioral signals come from how users interact with your brand in search. The most important behavioral signal is branded search: people typing your company name into Google. When real humans search for "PT Arsindo Perkasa," Google interprets this as evidence that the entity is real, known, and sought after.
Other behavioral signals include:
- Direct traffic to your website (people who type your URL or have it bookmarked)
- Click-through rate on branded search results (when people see your name in results and click it)
- Brand mentions in queries ("arsindo pump review," "arsindo jakarta office")
Behavioral signals are the hardest pillar to influence directly. You cannot force people to search for your name. But strong entity infrastructure creates a virtuous cycle: better visibility leads to more branded searches, which strengthens entity recognition, which improves visibility further.
Pillar Balance
Most businesses have partial Pillar 1 (a website and maybe a GBP), minimal Pillar 2 (few or inconsistent citations), and weak Pillar 3 (low branded search volume). The course builds all three systematically.
Further Reading
- Knowledge Sources in SEO - Kalicube's breakdown of the sources Google uses for entity recognition
- Building Google's Confidence in Your Entity - Framework for increasing Google's entity confidence across pillars
- Structured Data Policies - Google's guidelines for authoritative self-declaration through schema
Assignment
Score your company 1-5 on each pillar. Pillar 1 (Assertions): do you have complete structured data and a comprehensive About page? Pillar 2 (Corroboration): are you mentioned on 10+ external sites with consistent information? Pillar 3 (Behavioral): do people search for your brand name? Write the three scores and identify your weakest pillar. That pillar is your priority.