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Last Glacial Maximum: Regions & Art
The Last Glacial Maximum (LGM), also referred to as the Last Glacial Coldest Period, was the most recent time during the Last Glacial Period where ice sheets were at their greatest extent between 26,000 and 20,000 years ago. Ice sheets covered much of Northern North America, Northern Europe, and Asia and profoundly affected Earth's climate by causing a…
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Last Glacial Maximum topic overview
The analysis highlights Regions and Art as prominent areas in the source structure around Last Glacial Maximum.
Related topics
206
Source areas
3
Connected nodes
209
Extracted relationships
76
Concept neighborhoods
48
Bridge connections
209
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.
World impact · 145 topics
Glacial climate · 50 topics
Overview · 11 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.
Explore all related topics Closing gaps
A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.
How Last Glacial Maximum 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 Last Glacial Maximum shows recurring relationship patterns in the source. For example, Last Glacial Maximum → Adams, Alaska PaleoGlacier Atlas, Archived, Atlas, BRITICE, British Ice Sheet, Canada Open File, Colorado, Deglaciation, Department, Dyke, Eduard, Geological Survey, Geology, Geospatial Compilation, GIS, Glaciers, Global, INSTAAR, January Another extracted example is Last Glacial Maximum → According, Asia, By, Carbon, Earth's, East Asia, Europe, Hence, Japan, Kamchatka, LGM, Manchuria, North America, Oyashio Current, Pacific Ocean, Sea, Siberia, Southern Ocean, The, The USGS. Use these groups to spot repeated connection types before inspecting the individual relationships.
Last Glacial Maximum
Top relations
related to External links· 44
Last Glacial Maximum → Adams, Alaska PaleoGlacier Atlas, Archived, Atlas, BRITICE, British Ice Sheet, Canada Open File, Colorado, Deglaciation, Department, Dyke, Eduard, Geological Survey, Geology, Geospatial Compilation, GIS, Glaciers, Global, INSTAAR, January
related to Glacial climate· 24
Last Glacial Maximum → According, Asia, By, Carbon, Earth's, East Asia, Europe, Hence, Japan, Kamchatka, LGM, Manchuria, North America, Oyashio Current, Pacific Ocean, Sea, Siberia, Southern Ocean, The, The USGS
has impact· 7
Last Glacial Maximum → Across, Atlantic, During, LGM, Pacific, The, This
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.
Last Glacial Maximum relationships Subject–Predicate–Object triples
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 76 structured relationships around Last Glacial Maximum. Examples in this analysis include Lake Malawi in Africa → instance of → comparable at its fullest extent to lakes and Last Glacial Maximum → has impact → During. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Lake Malawi in Africa
instance of
comparable at its fullest extent to lakes
0.80
text
Last Glacial Maximum
has impact
During
0.60
section
Last Glacial Maximum
has impact
The
0.60
section
Last Glacial Maximum
has impact
This
0.60
section
Last Glacial Maximum
has impact
Pacific
0.60
section
Last Glacial Maximum
has impact
Atlantic
0.60
section
Last Glacial Maximum
has impact
LGM
0.60
section
Last Glacial Maximum
has impact
Across
0.60
section
Last Glacial Maximum
related to External links
Adams
0.60
section
Last Glacial Maximum
related to External links
Global
0.60
section
Last Glacial Maximum
related to External links
Atlas
0.60
section
Last Glacial Maximum
related to External links
Palaeovegetation
0.60
section
No triples extracted yet.
Related concept clusters Concept neighborhoods
Concept neighborhoods 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 Last Glacial Maximum bring nearby vocabulary together. In this analysis, examples include Maximum, Last and Lake. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Last Glacial Maximum
Maximum
Last
Lake
Period
Glaciers
Africa
North
Much
Extent
Ice
East
Atlantic
last glacial maximum
Maximum
Last
Years
Around
Ago
Period
Glaciers
Lake
North
Sheets
Africa
Much
last glacial period
Maximum
Last
Years
Around
Ago
Period
Africa
Climate
Quaternary
Today
Glaciers
Lake
ice sheets
Sheet
Sheets
Covered
Europe
Around
Ago
North
Years
Southern
Northern
Sea
South
north america
North
Asia
Europe
Atlantic
Australia
South
Africa
Climate
Southern
East
Sea
Northern
northern europe
Sheets
Asia
Climate
North
Southern
Atlantic
Today
Ice
South
Levels
Compared
East
ice cap
Sheet
Sheets
Covered
Around
Ago
North
Years
Southern
Sea
Europe
Northern
South
europe
Sheets
Asia
Climate
North
Ice
Southern
Compared
East
Atlantic
Northern
South
Around
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 Last Glacial Maximum, one of the stronger structural bridges in this analysis connects Last Glacial Maximum with World impact. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Min side: 3
Last Glacial Maximum — World impact· splits 64 ⟂ 146Last Glacial Maximum — Glacial climate· splits 159 ⟂ 51Last Glacial Maximum — Overview· splits 198 ⟂ 12
Map overview Semantic statistics
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Last Glacial Maximum
Nodes210
Edges209
Triples76
Avg. degree1.99
Density0.009524
Components1
Source & methodology
TTTA analyzes the structure around Last Glacial Maximum to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Regions & Art, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
