# Knowledge Classification Report

- Generated: 2026-07-06T17:48:43.083Z
- Source Markdown files read: 137
- Knowledge objects created: 322
- Objects with cross-references: 316
- Cross-references created: 1777
- Organizations detected: 6
- Websites detected: 6
- Low-confidence classifications: 85

## Category Distribution

| Category | Objects |
| --- | ---: |
| organizations | 36 |
| services | 58 |
| products | 56 |
| events | 3 |
| marketing | 37 |
| sales | 2 |
| operations | 0 |
| training | 24 |
| playbooks | 2 |
| policies | 20 |
| research | 5 |
| tourism | 42 |
| marketplace | 25 |
| nonprofit | 3 |
| technology | 5 |
| innovation | 4 |

## Source Distribution

| Website | Pages | Objects |
| --- | ---: | ---: |
| ellijayriverspace.com | 17 | 63 |
| eriverspace.org | 20 | 36 |
| foodtechsupply.com | 25 | 25 |
| giniinc.com | 25 | 140 |
| giniinc.tech | 25 | 25 |
| giniverse108.com | 25 | 33 |

## Method

The engine uses deterministic URL, title, phrase, source-industry, and content rules. Keywords are frequency-ranked after stop-word removal. Cross-references use shared source pages, categories, organizations, keywords, and direct links. No AI agents or model calls are used.

## Review Guidance

Low-confidence classifications are valid outputs but should receive human review before the rule set is used for deeper crawls. Exact source text is preserved in every object, and each object links back to its source URL and Markdown file.