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Epilobium: Applications & Regions
Epilobium is a genus of flowering plants in the family Onagraceae, containing about 197 species. The genus has a worldwide distribution. It is most prevalent in the subarctic, temperate and subantarctic regions, whereas in the subtropics and tropics Epilobium species are restricted to the cool montane biomes, such as the New Guinea Highlands.
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Epilobium topic overview
The analysis highlights Applications and Regions as prominent areas in the source structure around Epilobium.
Related topics
136
Source areas
5
Connected nodes
141
Extracted relationships
204
Related term clusters
281
Bridge connections
141
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.
Species · 46 topics
Use by humans · 32 topics
Habitat and ecology · 27 topics
Overview · 21 topics
Description · 10 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 Epilobium 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 Epilobium shows recurring relationship patterns in the source. For example, Epilobium → AlbovEpilobium, Allan, AllanEpilobium, American, Arctic, Arn, Barbey, Bernh, Bieb, Biehler, Boiss, Borbás, BorbásEpilobium, BoreauEpilobium, Bornm, Bowman, Brandegee, BrockieEpilobium, Buchinger, California Another extracted example is Epilobium → Canada, Finland, Fireweed, Hedmark, Indian, London, Many, North America, Norway, One, Southern Ostrobothnia, The Dena’ina, Though, United Kingdom, World War II, Yukon. Use these groups to spot repeated connection types before inspecting the individual relationships.
Epilobium → Canada, Finland, Fireweed, Hedmark, Indian, London, Many, North America, Norway, One, Southern Ostrobothnia, The Dena’ina, Though, United Kingdom, World War II, Yukon
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 204 structured relationships around Epilobium. Examples in this analysis include Epilobium → is a → genus of flowering plants in the family Onagraceae and Epilobium → related to Description → Epilobiums. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Epilobium
is a
genus of flowering plants in the family Onagraceae
0.90
text
Epilobium
related to Description
Epilobiums
0.60
section
Epilobium
related to Description
Greek
0.60
section
Epilobium
related to Formerly placed here
Stylidium
0.60
section
Epilobium
related to Formerly placed here
FT-IR
0.60
section
Epilobium
related to Formerly placed here
ATR
0.60
section
Epilobium
related to Habitat and ecology
Willowherbs
0.60
section
Epilobium
related to Habitat and ecology
United Kingdom
0.60
section
Epilobium
related to Habitat and ecology
Chamaenerion
0.60
section
Epilobium
related to Habitat and ecology
Arrhenatherum
0.60
section
Epilobium
related to Habitat and ecology
Dactylis
0.60
section
Epilobium
related to Habitat and ecology
Festuca
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 Epilobium bring nearby vocabulary together. In this analysis, examples include Hausskn, Willowherb and Raven. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Epilobium
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
epilobium
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
epilobium ciliatum
Fringed
Hausskn
Willowherb
Also
Plants
Raven
Used
Raf
Species
Hoch
Lév
Ex
epilobium hirsutum
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
epilobium montanum
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
epilobium × abortivum
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
epilobium × aggregatum
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
epilobium aitchisonii
Hausskn
Willowherb
Raven
Hoch
Lév
Ex
Species
Hook
Borbás
Cunn
Kitch
Mckean
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 Epilobium, one of the stronger structural bridges in this analysis connects Epilobium with Species. 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.
Epilobium
Nodes142
Edges141
Triples204
Avg. degree1.99
Density0.014085
Components1
Source & methodology
TTTA analyzes the structure around Epilobium 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.
