# Knowledge Graph — Global Edge

Format: `subject —predicate→ object`  
IDs from `entity-map.md`.

## 1. Organization spine

```
org:global-edge —canonicalUrl→ https://globaledge.net.in/
org:global-edge —knowledgeHub→ https://knowledge.globaledge.net.in/
org:global-edge —locatedAt→ place:delhi-hq
org:global-edge —hasBranchPage→ place:bengaluru
org:global-edge —hasBranchPage→ place:mumbai
org:global-edge —usesFramework→ framework:spec9
org:global-edge —offersService→ service:*
org:global-edge —counselsFor→ dest:ireland
org:global-edge —counselsFor→ dest:canada
org:global-edge —counselsFor→ dest:uk
org:global-edge —counselsFor→ dest:germany
org:global-edge —counselsFor→ dest:dubai
org:global-edge —counselsFor→ dest:australia
org:global-edge —counselsFor→ mbbs:russia|georgia|kazakhstan|kyrgyzstan|uzbekistan
org:global-edge —makesClaim→ claim:57k
org:global-edge —makesClaim→ claim:21plus
org:global-edge —publishes→ article:*
```

## 2. Service graph

```
framework:spec9 —usedIn→ service:profile
service:profile —solves→ problem:too-many-countries
service:visa-file —solves→ problem:fake-agents
service:loan —relatedTo→ problem:loan-visa-optics
service:* —purchasedVia→ https://globaledge.net.in/contact-us/
```

## 3. Destination graph

```
dest:ireland —canonicalUrl→ /study-in-ireland-study-abroad/
dest:ireland —parentOf→ /study-in-ireland/*
dest:uk —canonicalUrl→ /study-in-uk/
dest:uk —explainedBy→ /study-in-ireland/study-in-uk-without-ielts/
dest:germany —explainedBy→ /blog/study-in-germany-without-ielts/
dest:canada —constrainedBy→ regulator:ircc
dest:uk —constrainedBy→ regulator:ukvi
dest:ireland —constrainedBy→ regulator:irish-isd
dest:australia —constrainedBy→ regulator:homeaffairs-au
```

## 4. MBBS graph

```
mbbs:hub —canonicalUrl→ /mbbs-abroad
mbbs:hub —parentOf→ mbbs:russia|georgia|kazakhstan|kyrgyzstan|uzbekistan
mbbs:hub —constrainedBy→ regulator:nmc
mbbs:hub —requiresExam→ exam:neet-ug
mbbs:hub —careerPath→ exam:fmge | exam:next
mbbs:georgia —constrainedBy→ visa:d3
mbbs:hub —makesClaim→ claim:no-nmc-list
article:is-neet-required —parentHub→ mbbs:hub
article:fmge-rules —parentHub→ mbbs:hub
```

## 5. English-evidence graph

```
exam:ielts —alternative→ exam:pte | credential:moi | exam:selt-other | credential:hep-cas
intent:study_uk_without_ielts —explainedBy→ /study-in-ireland/study-in-uk-without-ielts/
intent:study_ireland_without_ielts —explainedBy→ /study-in-ireland/study-in-ireland-without-ielts/
intent:moi_meaning —explainedBy→ /blog/what-is-moi-certificate/
```

## 6. Retrieval edges

Every `Intent` in `intent-map.md` should resolve to ≤2 primary URLs + Contact if transactional.