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Lophius: Applications & Regions
Members of the genus Lophius, commonly called monkfish, toadfish, sea frogs, fishing frogs, frogfish, and sea devils, are various species of lophiid anglerfishes found in the Atlantic and Indian Oceans. Lophius is known as the "monk" or "monkfish" to the North Sea and North Atlantic fishermen, a name which also belongs to Squatina squatina, the…
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Lophius topic overview
The analysis highlights Applications and Regions as prominent areas in the source structure around Lophius.
Related topics
53
Source areas
5
Connected nodes
58
Extracted relationships
54
Related term clusters
22
Bridge connections
58
What this topic covers Research coverage
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
Taxonomy · 20 topics
Habitat · 14 topics
Overview · 9 topics
Description · 7 topics
Commercial use · 3 topics
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
Key facts & relationships
High-confidence facts extracted from structured source data. Use them as anchors for further research.
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A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
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Advanced semantic analysis
How Lophius connects Entity context
Entity context groups extracted connections by relationship type. Counts show recurrence in the analyzed source; the examples are research signals, not claims about importance.
The extracted context around Lophius shows recurring relationship patterns in the source. For example, Lophius → Black Seas, Bordeaux, Carl Linnaeus, Fishes, France, Genoa, Greece, Italy, Lesbos, Lophiidae, Lophiidae Lophius, Lophiiformes, Lophiodes, Lophioidei, Lophiomus, Marseille, Mediterranean, Montpellier, Naples, Northeastern Atlantic Ocean Another extracted example is Lophius → Also, Atlantic, Barents Sea, Black, Black Sea, British Isles, Cape, China, Despite, Europe, Gibraltar, Good Hope, Japan, Korea, Mediterranean, North Africa, North American, North Atlantic, Senegal, Strait. Use these groups to spot repeated connection types before inspecting the individual relationships.
Lophius
Top relations
related to Taxonomy· 28
Lophius → Black Seas, Bordeaux, Carl Linnaeus, Fishes, France, Genoa, Greece, Italy, Lesbos, Lophiidae, Lophiidae Lophius, Lophiiformes, Lophiodes, Lophioidei, Lophiomus, Marseille, Mediterranean, Montpellier, Naples, Northeastern Atlantic Ocean
related to Habitat· 21
Lophius → Also, Atlantic, Barents Sea, Black, Black Sea, British Isles, Cape, China, Despite, Europe, Gibraltar, Good Hope, Japan, Korea, Mediterranean, North Africa, North American, North Atlantic, Senegal, Strait
related to Commercial use· 5
Lophius → British Isles, Europe, Lophiodes, Two, Under UK Labelling Regulations
Important terminology
Frequent words and multi-word phrases across the lead, headings, infobox and body. Useful for terminology coverage.
Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.
Relationships are represented as Subject → Predicate → Object triples. Confidence describes extraction strength, not the real-world importance of a relationship; lower-confidence rows may be contextual rather than explicit.
TTTA extracted 54 structured relationships around Lophius. Examples in this analysis include Lophius → related to Commercial use → Two and Lophius → related to Commercial use → Europe. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Lophius
related to Commercial use
Two
0.60
section
Lophius
related to Commercial use
Europe
0.60
section
Lophius
related to Commercial use
British Isles
0.60
section
Lophius
related to Commercial use
Under UK Labelling Regulations
0.60
section
Lophius
related to Commercial use
Lophiodes
0.60
section
Lophius
related to Habitat
The East Atlantic
0.60
section
Lophius
related to Habitat
Europe
0.60
section
Lophius
related to Habitat
Cape
0.60
section
Lophius
related to Habitat
Good Hope
0.60
section
Lophius
related to Habitat
North American
0.60
section
Lophius
related to Habitat
Atlantic
0.60
section
Lophius
related to Habitat
Mediterranean
0.60
section
No triples extracted yet.
Related concept clusters Related term clusters
Related term clusters group terms that sit near one another in the extracted graph. They are useful for discovering adjacent language and context, but proximity does not by itself imply a factual relationship.
The concept neighborhoods around Lophius bring nearby vocabulary together. In this analysis, examples include Species, Monkfish and Piscatorius. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Lophius
Species
Monkfish
Piscatorius
Budegassa
Americanus
Mediterranean
North
Family
Order
Suborder
Europe
Also
lophius
Species
Monkfish
Piscatorius
Budegassa
Americanus
Mediterranean
North
Family
Order
Suborder
Europe
Also
north atlantic
North
Sea
Mediterranean
Black
Anglerfish
Europe
Also
Found
Lophius
Distribution
Species
Genus
lophius piscatorius
Species
Monkfish
Black
Piscatorius
Budegassa
Americanus
White
Mediterranean
North
Linnaeus
Family
Order
lophius budegassa
Piscatorius
Species
Monkfish
Budegassa
Lophius
Mediterranean
White
Black
Americanus
North
British
Europe
lophius americanus
Species
Monkfish
Piscatorius
Budegassa
Americanus
Europe
Lophius
Mediterranean
Found
North
Family
Order
black sea
Mediterranean
White
Anglerfish
Piscatorius
North
Budegassa
Distribution
Linnaeus
Also
Described
External
Family
mediterranean
Black
North
Anglerfish
Piscatorius
Budegassa
White
Species
Linnaeus
Described
External
Family
Links
Connections between topic areas Semantic bridges
Semantic bridges connect parts of the graph that would otherwise be more separate. A bridge is a structural signal in this analysis, not a claim that the two topic areas are equivalent.
For Lophius, one of the stronger structural bridges in this analysis connects Lophius with Taxonomy. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Lophius
Nodes59
Edges58
Triples54
Avg. degree1.97
Density0.033898
Components1
Source & methodology
TTTA analyzes the structure around Lophius to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Applications & Regions, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
