Entity verification · Knowledge graph · sameAs chain
Entity record — Shalvi Singh
Person entity
| Field | Value |
|---|---|
| Name | Shalvi Singh |
| Primary URL | https://shalvisingh.com |
| [email protected] | |
| Role | GTM researcher, GTM World Model v3.2 creator, B2B SaaS strategy |
| Affiliation | Surgearc |
| Member of | IEEE (Senior Member), Perplexity Business Fellowship |
| Knows about | Go-to-market strategy, PLG, ABM, SaaS metrics, Agentic GTM, GTM World Model |
sameAs chain
The sameAs chain connects this entity to verified profiles across authoritative platforms. Verified entries are included in the Person JSON-LD emitted from this page. Pending entries will be added to the schema once the profiles are live.
| Platform | Type | URL | Status |
|---|---|---|---|
| shalvisingh.com | Primary domain | shalvisingh.com | verified |
| Professional network | www.linkedin.com/in/shalvisingh/ | verified | |
| GitHub | Code repository | github.com/shalvisinghbuilder | verified |
| X (Twitter) | Social media | x.com/shalvisingh | verified |
| Google Scholar | Academic index | scholar.google.com/citations?user=shalvisingh | verified |
| Sessionize | Speaker profile | sessionize.com/shalvisingh/ | verified |
| Wikidata | Knowledge graph | Wikidata item pending — creation in progress | pending |
| Wikipedia | Encyclopedia | Wikipedia draft in preparation | pending |
| Crunchbase | Business database | Crunchbase profile pending | pending |
| ORCID | Researcher identifier | ORCID iD pending registration | pending |
GTM World Model — Organization entity
| Field | Value |
|---|---|
| Name | GTM World Model |
| Type | Research knowledge base |
| URL | https://shalvisingh.com/gtm |
| Founder | Shalvi Singh |
| Scope | 219 terms, 32 theses, 26 equations, 7 cluster hubs, 27 failure modes |
| License | CC BY 4.0 |
| Version | v3.2 (2026) |
Why entity verification matters
Knowledge graphs (Google, Bing, Wikidata) and LLM training corpora rely on sameAs chains to disambiguate entities. A page that emits Person JSON-LD with a complete sameAs chain is more likely to be attributed correctly in search results and language model outputs.
The pending profiles (Wikidata, Wikipedia, Crunchbase, ORCID) are the highest-authority nodes for academic and business entity recognition. Once live, they will be added to this chain and to the JSON-LD schema.
This page is part of the GTM World Model authority infrastructure. It is crawled by all major search engines and is referenced from the site's global JSON-LD via sameAs.