Overview
{{ stats.num_entities }}
Entities
{{ stats.num_relations }}
Relations
{{ stats.num_clusters }}
Clusters
{{ stats.num_chunks }}
Chunks
{{ stats.avg_degree }}
Avg Degree
{{ stats.density }}
Density
{{ stats.n_components }}
Components
{{ stats.largest_cc_pct }}%
Largest Component
Distribution
Entity Types
Relation Types
Most Important Entities (PageRank)
PageRank measures global importance — entities that are referenced by
many other highly-connected entities score highest.
| # |
Entity |
Type |
Score |
Degree |
Description |
{% for e in top_by_pagerank %}
|
{{ loop.index }}
|
{{ e.name | e }} |
{{ e.type | e }} |
|
{{ e.degree }} |
{{ e.description | e }} |
{% endfor %}
Most Connected Entities (Degree)
Degree is the total number of edges (in + out). Highly connected
entities are hubs in the knowledge graph.
| # |
Entity |
Type |
Degree |
Description |
{% set max_deg = (top_by_degree | map(attribute='degree') | list |
max) if top_by_degree else 1 %} {% for e in top_by_degree %}
|
{{ loop.index }}
|
{{ e.name | e }} |
{{ e.type | e }} |
|
{{ e.description | e }} |
{% endfor %}
Bridge Entities (Betweenness Centrality)
Betweenness measures how often an entity lies on the shortest path
between two others — these are the connective tissue of the graph.
| # |
Entity |
Type |
Betweenness |
Degree |
Description |
{% set max_bw = (top_by_betweenness | map(attribute='score') |
list | max) if top_by_betweenness else 1 %} {% for e in
top_by_betweenness %}
|
{{ loop.index }}
|
{{ e.name | e }} |
{{ e.type | e }} |
|
{{ e.degree }} |
{{ e.description | e }} |
{% endfor %}
{% if top_chunks %}
Most Referenced Chunks
Chunks are ranked by how many entities and relations were extracted
from them — the densest information sources.
| # |
Chunk |
References |
Preview |
{% set max_ref = (top_chunks | map(attribute='references') | list
| max) if top_chunks else 1 %} {% for c in top_chunks %}
|
{{ loop.index }}
|
{% if c.chunk_idx is not none %} Part {{ c.chunk_idx + 1 }} {%
else %} {{ c.id[:8] }}… {% endif %}
|
|
{{ c.preview | e }} |
{% endfor %}
{% endif %}
{% if clusters %}
Clusters
{% for c in clusters[:9] %}
Cluster {{ c.id }}
{{ c.size }}
{% if c.topics %}
{% for t in c.topics %}{{ t | e }}{% endfor %}
{% endif %} {% if c.description %}
{{ c.description | e }}
{% endif %}
{{ c.members | map('e') | join(', ') }}{% if c.size > 12 %} …{%
endif %}
{% endfor %}
{% endif %}