Find related topics. | Discover entities. | See connections. | Build a topical map.
Building topical map: Starting…
Yang Bin: During Liu Zhiyuan's reign, Background & During Liu Chengyou's reign
Yang Bin (楊邠) (died December 24, 950), formally the Prince of Hongnong (弘農王) (as posthumously honored during Later Zhou), was a chancellor of the Chinese Five Dynasties and Ten Kingdoms Period Later Han state, serving effectively as the head of the government for most of the reign of its second emperor Liu Chengyou (Emperor Yin), leading a group of…
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
More settings
Yang Bin topic overview
The analysis highlights During Liu Zhiyuan's reign, Background and During Liu Chengyou's reign as prominent areas in the source structure around Yang Bin.
Related topics
56
Source areas
4
Connected nodes
64
Extracted relationships
115
Concept neighborhoods
26
Bridge connections
64
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.
During Liu Zhiyuan's reign · 19 topics
Background · 16 topics
During Liu Chengyou's reign · 13 topics
Overview · 8 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 Yang Bin 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 Yang Bin shows recurring relationship patterns in the source. For example, Yang Bin → Dou Zhengu, Early, Empress Dowager Li, For, Further, Given, Guanzhong, Guo, Guo Wei, Heaven, However, If, In, In Yang's, Indeed, Li Shouzhen's, Li Tao, Li Tao's, Liu Chengyou, Liu Chengyou's Another extracted example is Yang Bin → After Liu, Around, Central Plains, China, Daliang, Emperor Shizong, Emperor Taizong, Emperor Taizong's, Guo, Guo Wei, Han, Han Chinese, He, It, Jincheng, Khitan Liao, Later Han, Later Jin, Later Jin's, Liao. Use these groups to spot repeated connection types before inspecting the individual relationships.
Yang Bin
Top relations
related to During Liu Chengyou's reign· 41
Yang Bin → Dou Zhengu, Early, Empress Dowager Li, For, Further, Given, Guanzhong, Guo, Guo Wei, Heaven, However, If, In, In Yang's, Indeed, Li Shouzhen's, Li Tao, Li Tao's, Liu Chengyou, Liu Chengyou's
related to During Liu Zhiyuan's reign· 38
Yang Bin → After Liu, Around, Central Plains, China, Daliang, Emperor Shizong, Emperor Taizong, Emperor Taizong's, Guo, Guo Wei, Han, Han Chinese, He, It, Jincheng, Khitan Liao, Later Han, Later Jin, Later Jin's, Liao
related to background· 36
Yang Bin → During Kong's, Guangshi, Guanshi, Handan, Hebei, Henan, His, Hua, In, It, Jiedushi, Kong Qian, Lady Kong's, Later, Later Jin, Later Tang, Later Tang's, Li Cunxu, Liaocheng, Liu
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.
Yang Bin 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 115 structured relationships around Yang Bin. Examples in this analysis include Yang Bin → related to background → It and Yang Bin → related to background → Guangshi. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Yang Bin
related to background
It
0.60
section
Yang Bin
related to background
Guangshi
0.60
section
Yang Bin
related to background
Liaocheng
0.60
section
Yang Bin
related to background
Shandong
0.60
section
Yang Bin
related to background
In
0.60
section
Yang Bin
related to background
Jiedushi
0.60
section
Yang Bin
related to background
Tianxiong Circuit
0.60
section
Yang Bin
related to background
Handan
0.60
section
Yang Bin
related to background
Hebei
0.60
section
Yang Bin
related to background
Wei Prefecture
0.60
section
Yang Bin
related to background
Guanshi
0.60
section
Yang Bin
related to background
His
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 Yang Bin bring nearby vocabulary together. In this analysis, examples include Guo, Su and Fengji. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Yang Bin
Guo
Su
Fengji
Yang
Became
Empress
Made
Close
Zhiyuan
Staff
Chancellors
Officials
yang bin
Guo
Su
Fengji
Yang
Became
Empress
Made
Imperial
Close
Zhiyuan
Staff
Chancellors
later zhou
Emperor
Han
Liu
Capital
Made
State
Chengyou
Military
Yang
Guo
Chancellor
Daliang
later han
Emperor
Han
Later
Liu
State
Capital
Made
Chengyou
Daliang
Military
Government
Governor
liu chengyou
Chengyou
Liu
Yang
Li
Empress
Guo
Dowager
Zhiyuan
Considered
State
Shi
Officials
shi hongzhao
Yang
Su
Wang
Zhang
Fengji
Close
Dowager
Considered
Guo
Empress
State
Imperial
wang zhang
Wang
Zhang
However
Shi
Imperial
Sent
Yang
Officials
Bin
Li
Dowager
Matters
later tang
Emperor
Han
Liu
Capital
Made
State
Chengyou
Military
Yang
Guo
Chancellor
Daliang
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 Yang Bin, one of the stronger structural bridges in this analysis connects Yang Bin with During Liu Zhiyuan's reign. 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
Yang Bin — During Liu Zhiyuan's reign· splits 45 ⟂ 20Yang Bin — Background· splits 48 ⟂ 17Yang Bin — During Liu Chengyou's reign· splits 51 ⟂ 14Yang Bin — Overview· splits 56 ⟂ 9Yang Bin — Notes and references· splits 61 ⟂ 4
Map overview Semantic statistics
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Yang Bin
Nodes65
Edges64
Triples115
Avg. degree1.97
Density0.030769
Components1
Source & methodology
TTTA analyzes the structure around Yang Bin to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as During Liu Zhiyuan's reign, Background & During Liu Chengyou's reign, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
