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Óc Eo: Regions & Cultures
Óc Eo (Vietnamese) is an archaeological site in modern-day Óc Eo commune of Thoại Sơn District in An Giang Province of southern Vietnam. Located in the Mekong Delta, Óc Eo was a busy port of the kingdom of Funan between the 2nd century BC and 12th century AD and it may have been the port known to the Greeks and Romans as Cattigara.
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Óc Eo topic overview
The analysis highlights Regions and Cultures as prominent areas in the source structure around Óc Eo.
Related topics
50
Source areas
4
Connected nodes
56
Extracted relationships
66
Concept neighborhoods
22
Bridge connections
56
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.
Archaeological site · 20 topics
Overview · 13 topics
Remains · 11 topics
Óc Eo and Funan · 6 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.
Country
Vietnam
District
Thoại Sơn District
Province
An Giang Province
Region
Mekong Delta
Time zone
UTC+7 (ICT)
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 Óc Eo 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 Óc Eo shows recurring relationship patterns in the source. For example, Óc Eo → Aninditapura, As, BC, Bhavapura, Burma, Cambodia, CE, Chao Praya, Chinese, Claude Jacques, Eo, From, Funan, Funanese, He, Hà Văn Tấn, Indeed, India, Khmer, Mekong Delta Another extracted example is Óc Eo → Among, Antonine, Antoninus Pius, China, Chinese, Chinese-controlled Jiaozhou, Eo, Funan, Ho Chi Minh City, Malleret, Many, Marcus Aurelius, Museum, Roman, Roman Empire, Romans, The, Vietnamese, Vietnamese History. Use these groups to spot repeated connection types before inspecting the individual relationships.
Óc Eo
Top relations
related to Óc Eo and Funan· 26
Óc Eo → Aninditapura, As, BC, Bhavapura, Burma, Cambodia, CE, Chao Praya, Chinese, Claude Jacques, Eo, From, Funan, Funanese, He, Hà Văn Tấn, Indeed, India, Khmer, Mekong Delta
related to Remains· 19
Óc Eo → Among, Antonine, Antoninus Pius, China, Chinese, Chinese-controlled Jiaozhou, Eo, Funan, Ho Chi Minh City, Malleret, Many, Marcus Aurelius, Museum, Roman, Roman Empire, Romans, The, Vietnamese, Vietnamese History
related to Archaeological site· 12
Óc Eo → Angkor Borei, Cattigara, Eo, Excavation, February, French, Louis Malleret, Mekong Delta, One, Roman, Roman Empire, The
Country· 1
Óc Eo → Vietnam
District· 1
Óc Eo → Thoại Sơn District
Province· 1
Óc Eo → An Giang Province
Region· 1
Óc Eo → Mekong Delta
Time zone· 1
Óc Eo → UTC+7 (ICT)
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.
Óc Eo 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 66 structured relationships around Óc Eo. Examples in this analysis include Óc Eo → Country → Vietnam and Óc Eo → District → Thoại Sơn District. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Óc Eo
Country
Vietnam
1.00
infobox
Óc Eo
District
Thoại Sơn District
1.00
infobox
Óc Eo
Province
An Giang Province
1.00
infobox
Óc Eo
Region
Mekong Delta
1.00
infobox
Óc Eo
Time zone
UTC+7 (ICT)
1.00
infobox
jewelry
instance of
the presence of similar artefacts
0.80
text
seals from sites in those areas was simply the result of trade
instance of
the presence of similar artefacts
0.80
text
exchange
instance of
the presence of similar artefacts
0.80
text
while each of the sites bore the signs of their own separate cultural development
instance of
the presence of similar artefacts
0.80
text
Óc Eo
related to Archaeological site
Excavation
0.60
section
Óc Eo
related to Archaeological site
Eo
0.60
section
Óc Eo
related to Archaeological site
February
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 Óc Eo bring nearby vocabulary together. In this analysis, examples include Eo, Óc and Delta. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Óc Eo
Eo
Óc
Delta
Mekong
Funan
Discovered
Archaeological
Vietnam
Site
Culture
Giang
Remains
óc eo
Eo
Óc
Delta
Mekong
Culture
Funan
Discovered
Archaeological
Site
Vietnam
Giang
Remains
archaeological site
Giang
Vietnam
District
Province
Sơn
Thoại
Delta
Discovered
Remains
Mekong
Site
Óc
mekong delta
Mekong
Óc
Eo
Culture
Funan
Sea
Located
Kingdom
Vietnam
Region
Ancient
District
funan
Kingdom
Region
Mekong
Óc
Ancient
Chinese
Known
Culture
Located
Historical
Vietnamese
Vietnam
archaeological culture
Vietnam
District
Province
Sơn
Thoại
Delta
Giang
Mekong
Eo
City
Site
Óc
museum of vietnamese history
Asia
District
Province
Sơn
Thoại
Giang
Óc
City
Remains
Archaeological
Funan
Vietnam
óc eo and funan
Eo
Óc
Delta
Kingdom
Mekong
Region
Culture
Funan
Discovered
Ancient
Archaeological
Chinese
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 Óc Eo, one of the stronger structural bridges in this analysis connects Óc Eo with Archaeological site. 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
Óc Eo — Archaeological site· splits 36 ⟂ 21Óc Eo — Overview· splits 43 ⟂ 14Óc Eo — Remains· splits 45 ⟂ 12Óc Eo — Óc Eo and Funan· splits 50 ⟂ 7
Map overview Semantic statistics
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Óc Eo
Nodes57
Edges56
Triples66
Avg. degree1.96
Density0.035088
Components1
Source & methodology
TTTA analyzes the structure around Óc Eo to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Regions & Cultures, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
Source: Wikipedia — Óc Eo · EN edition · Analysis: TopicsToTalkAbout
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