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Locach: Subsequent maps and theories, Theories regarding Lopburi and the Khmer Empire & Overview
Lochac, Locach or Locat is a country far south of China mentioned by Marco Polo. The name is widely believed to be a variant of Lo-huk 罗斛: the Cantonese name for the southern Thai kingdom of Lopburi (also known as Lavapura and Louvo), which was a province of the Khmer Empire at the time.
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Locach topic overview
The analysis highlights Subsequent maps and theories, Theories regarding Lopburi and the Khmer Empire and Overview as prominent areas in the source structure around Locach.
Related topics
33
Source areas
3
Connected nodes
36
Extracted relationships
58
Concept neighborhoods
14
Bridge connections
36
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.
Subsequent maps and theories · 23 topics
Overview · 6 topics
Theories regarding Lopburi and the Khmer Empire · 4 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 Locach 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 Locach shows recurring relationship patterns in the source. For example, Locach → Abraham Ortelius, Beach, Champa, Ciamba, He, Indochina, Insularum Veteribus Incognitarum, Java, Kingdom, Locat, Lucach, Marco Polo, Marco Polo's Travels, Mercator's, Novus Orbis Regionum, On, On Gerard Mercator's, Oronce Fine's, Patalis, Polo Another extracted example is Locach → Angkor Wat, As Zhou Daguan, Cambodia, Chinese, He, Jayavarman VIII, Khmer, Khmer Empire, Lopburi, Marco Polo, Mongol, One, Polo, Polo's, The, These, Yuan, Zhenla. Use these groups to spot repeated connection types before inspecting the individual relationships.
Locach
Top relations
related to Subsequent maps and theories· 27
Locach → Abraham Ortelius, Beach, Champa, Ciamba, He, Indochina, Insularum Veteribus Incognitarum, Java, Kingdom, Locat, Lucach, Marco Polo, Marco Polo's Travels, Mercator's, Novus Orbis Regionum, On, On Gerard Mercator's, Oronce Fine's, Patalis, Polo
related to Theories regarding Lopburi and the Khmer Empire· 18
Locach → April, Finding Marco Polo’s Locach, Issue, January, King, Map Matters, Marco Polo, Marco Polo’s Java, Mercator’s, Question, Robert, Terrae Incognitae, The Globe
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 58 structured relationships around Locach. Examples in this analysis include Locach → related to Further reading → Robert and Locach → related to Further reading → King. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Locach
related to Further reading
Robert
0.60
section
Locach
related to Further reading
King
0.60
section
Locach
related to Further reading
Marco Polo
0.60
section
Locach
related to Further reading
Question
0.60
section
Locach
related to Further reading
Map Matters
0.60
section
Locach
related to Further reading
Issue
0.60
section
Locach
related to Further reading
January
0.60
section
Locach
related to Further reading
Marco Polo’s Java
0.60
section
Locach
related to Further reading
Mercator’s
0.60
section
Locach
related to Further reading
The Globe
0.60
section
Locach
related to Further reading
Finding Marco Polo’s Locach
0.60
section
Locach
related to Further reading
Terrae Incognitae
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 Locach bring nearby vocabulary together. In this analysis, examples include Marco, Polo and Java. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Locach
Marco
Polo
Java
South
King
Map
World
Australis
Beach
Maps
Terra
Empire
locach
Marco
Polo
Java
South
King
Map
World
Australis
Beach
Maps
Terra
Empire
marco polo
Polo
Travels
Java
South
Also
Polo's
King
Empire
Mentioned
Beach
Khmer
Maps
java
South
Version
Travels
Marco
Locach
Australis
Beach
La
Terra
Island
Polo
World
the travels of marco polo
Version
Polo
Travels
Java
South
Also
Polo's
King
Empire
Mentioned
Beach
Khmer
north island of new zealand
La
Merchant
Records
Ships
Year
Lộ
Java
Việt
Đại
Mentioned
Southern
Australis
theories regarding lopburi and the khmer empire
Empire
Khmer
Lopburi
Province
Also
Hạc
Lộ
Southern
Complete
History
Maps
Polo
la joncade
Island
Merchant
Records
Ships
Year
Lộ
Việt
Đại
Southern
Australis
Beach
Polo's
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 Locach, one of the stronger structural bridges in this analysis connects Locach with Subsequent maps and theories. 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
Locach — Subsequent maps and theories· splits 13 ⟂ 24Locach — Overview· splits 30 ⟂ 7Locach — Theories regarding Lopburi and the Khmer Empire· splits 32 ⟂ 5
Map overview Semantic statistics
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Locach
Nodes37
Edges36
Triples58
Avg. degree1.95
Density0.054054
Components1
Source & methodology
TTTA analyzes the structure around Locach to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Subsequent maps and theories, Theories regarding Lopburi and the Khmer Empire & Overview, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
