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Realm V

Graph systems

Forty graph types, representations and practical views over one source linked data model. Researched designs, not deployed systems.

42 volumes · 13,119 words · Reviewed 12 Sep 2026 · Whole realm as Markdown

Map of Realm V. Each sign is a volume on this shelf; roads join volumes that cite each other. Open the whole atlas.
  1. G01Personal identity and profile graphP0
  2. G02Organization, business, and brand graphP0
  3. G03Cross domain operating and ownership graphP0
  4. G04Entity resolution and reconciliation graphP0
  5. G05Local business, place, and service area graphP1 if applicable
  6. G06Product, offer, merchant, and inventory graphP3 if applicable
  7. G07Authorship and editorial contribution graphP0
  8. G08Topic, ontology, and taxonomy graphP1
  9. G09Document, passage, and entity graphP1
  10. G10Claim, evidence, and provenance graphP0
  11. G11E-E-A-T evidence graphP1
  12. G12Reputation, review, and corroboration graphP1
  13. G13Internal link and navigation graphP0
  14. G14External web link graphP1
  15. G15Citation, cocitation, and bibliographic coupling graphP2
  16. G16Canonical and duplicate document graphP0
  17. G17Redirect and migration graphP1 if applicable
  18. G18Hreflang and locale alternative graphP3 if applicable
  19. G19Crawl, rendering, and resource dependency graphP0
  20. G20Structured data consistency graphP0
  21. G21Query, intent, and page relevance graphP1
  22. G22SERP observation and competitor overlap graphP1
  23. G23Question, task, and query fan out mapP1
  24. G24Entity mention and cooccurrence graphP2
  25. G25AI answer, grounding, and citation graphP1
  26. G26Search to lead and customer journey graphP1
  27. G27GraphRAG and owned corpus retrieval graphP2
  28. G28Embedding similarity and nearest neighbor graphP2
  29. G29Temporal, version, and supersession graphP2
  30. G30Contradiction, uncertainty, and dispute graphP2
  31. G31Source dependency and change impact graphP2
  32. G32Instruction, capability, and workflow dependency graphP1
  33. G33Requirement, test, evidence, and acceptance graphP0
  34. G34Permissions, consent, and disclosure graphP0
  35. G35Multimedia, transcript, and rights graphP3 if applicable
  36. G36Open Graph social preview metadataP1
  37. G37Social, professional, and interaction graphsP3 if applicable
  38. G38Scholarly and research graphP3 if applicable
  39. G39Event, venue, organizer, and time graphP3 if applicable
  40. G40Learning prerequisite and curriculum graphP1
  1. Graph systemsResearch and implementation expansion

    This expansion defines 40 selected graph types, representations, and practical graph views.

    Researched5,188 words.md

  2. G01Personal identity and profile graph

    Which person is this, and which records identify that same person?

    Researched150 wordsReviewed 12 Sep 2026.md

  3. G02Organization, business, and brand graph

    Which organization operates a service, and which brands does it actually use?

    Researched156 wordsReviewed 12 Sep 2026.md

  4. G03Cross domain operating and ownership graph

    How are the owner, organizations, brands, websites, and publications related?

    Researched151 wordsReviewed 12 Sep 2026.md

  5. G04Entity resolution and reconciliation graph

    Which mentions or imported records refer to the same entity?

    Researched144 wordsReviewed 12 Sep 2026.md

  6. G05Local business, place, and service area graph

    Which real business is at a location, and where does it provide service?

    Researched156 wordsReviewed 12 Sep 2026.md

  7. G06Product, offer, merchant, and inventory graph

    What is sold, by whom, with which current offer and availability?

    Researched149 wordsReviewed 12 Sep 2026.md

  8. G07Authorship and editorial contribution graph

    Who actually authored, reviewed, edited, or published this work?

    Researched143 wordsReviewed 12 Sep 2026.md

  9. G08Topic, ontology, and taxonomy graph

    Which concepts exist, and how do their meanings and scopes relate?

    Researched149 wordsReviewed 12 Sep 2026.md

  10. G09Document, passage, and entity graph

    Which part of which document describes or supports an entity or concept?

    Researched152 wordsReviewed 12 Sep 2026.md

  11. G10Claim, evidence, and provenance graph

    What supports a particular assertion, and where did that support originate?

    Researched154 wordsReviewed 12 Sep 2026.md

  12. G11E-E-A-T evidence graph

    What real evidence demonstrates experience, expertise, attribution, and trust for this claim?

    Researched168 wordsReviewed 12 Sep 2026.md

  13. G12Reputation, review, and corroboration graph

    Who said what about which entity, with what provenance and independence?

    Researched151 wordsReviewed 12 Sep 2026.md

  14. G13Internal link and navigation graph

    Can visitors and crawlers find the intended pages through useful links?

    Researched149 wordsReviewed 12 Sep 2026.md

  15. G14External web link graph

    Which external pages link to your content, and what does the observed network show?

    Researched145 wordsReviewed 12 Sep 2026.md

  16. G15Citation, cocitation, and bibliographic coupling graph

    Which works cite which sources, and which share citation neighborhoods?

    Researched153 wordsReviewed 12 Sep 2026.md

  17. G16Canonical and duplicate document graph

    Which URLs describe duplicate documents, and what canonical signals are observed?

    Researched144 wordsReviewed 12 Sep 2026.md

  18. G17Redirect and migration graph

    What happens to each old URL, and is the migration reversible?

    Researched151 wordsReviewed 12 Sep 2026.md

  19. G18Hreflang and locale alternative graph

    Which localized documents are alternatives for the same user task?

    Researched131 wordsReviewed 12 Sep 2026.md

  20. G19Crawl, rendering, and resource dependency graph

    What must load for the user and each tested consumer to observe the real content?

    Researched159 wordsReviewed 12 Sep 2026.md

  21. G20Structured data consistency graph

    Do all public representations describe the same approved entities and facts?

    Researched158 wordsReviewed 12 Sep 2026.md

  22. G21Query, intent, and page relevance graph

    Which pages answer which actual reader questions and tasks?

    Researched153 wordsReviewed 12 Sep 2026.md

  23. G22SERP observation and competitor overlap graph

    What appeared for a specified query under specified conditions?

    Researched161 wordsReviewed 12 Sep 2026.md

  24. G23Question, task, and query fan out map

    What related questions must be answered for the user's task?

    Researched160 wordsReviewed 12 Sep 2026.md

  25. G24Entity mention and cooccurrence graph

    Where are entities mentioned together, and in what context?

    Researched142 wordsReviewed 12 Sep 2026.md

  26. G25AI answer, grounding, and citation graph

    Which answer or report observation cites which source, and for what support?

    Researched163 wordsReviewed 12 Sep 2026.md

  27. G26Search to lead and customer journey graph

    Which observed discovery events connect to actual business outcomes?

    Researched150 wordsReviewed 12 Sep 2026.md

  28. G27GraphRAG and owned corpus retrieval graph

    Can an assistant retrieve connected facts and their original supporting passages?

    Researched155 wordsReviewed 12 Sep 2026.md

  29. G28Embedding similarity and nearest neighbor graph

    Which vectors are approximately close under a specified representation and metric?

    Researched143 wordsReviewed 12 Sep 2026.md

  30. G29Temporal, version, and supersession graph

    Which fact or instruction applied at the relevant time?

    Researched140 wordsReviewed 12 Sep 2026.md

  31. G30Contradiction, uncertainty, and dispute graph

    Which assertions conflict, and what prevents a confident conclusion?

    Researched138 wordsReviewed 12 Sep 2026.md

  32. G31Source dependency and change impact graph

    Which lessons, code, tests, and pages must be reviewed when guidance changes?

    Researched157 wordsReviewed 12 Sep 2026.md

  33. G32Instruction, capability, and workflow dependency graph

    Which authorized task can run with which dependencies and tools?

    Researched154 wordsReviewed 12 Sep 2026.md

  34. G33Requirement, test, evidence, and acceptance graph

    Which executed check supports each release or publication requirement?

    Researched152 wordsReviewed 12 Sep 2026.md

  35. G34Permissions, consent, and disclosure graph

    Who may access, use, export, or publish each record?

    Researched151 wordsReviewed 12 Sep 2026.md

  36. G35Multimedia, transcript, and rights graph

    How are images, videos, transcripts, creators, subjects, and rights connected?

    Researched159 wordsReviewed 12 Sep 2026.md

  37. G36Open Graph social preview metadata

    Which title, image, type, and URL should a sharing consumer preview?

    Researched145 wordsReviewed 12 Sep 2026.md

  38. G37Social, professional, and interaction graphs

    What real professional relationships and permitted interactions are observable?

    Researched146 wordsReviewed 12 Sep 2026.md

  39. G38Scholarly and research graph

    Which works, authors, institutions, and citations form the relevant research record?

    Researched157 wordsReviewed 12 Sep 2026.md

  40. G39Event, venue, organizer, and time graph

    Which real event occurs when and where, and who organizes it?

    Researched141 wordsReviewed 12 Sep 2026.md

  41. G40Learning prerequisite and curriculum graph

    What must a learner or agent understand before attempting each task?

    Researched149 wordsReviewed 12 Sep 2026.md

  42. Primary source register (S01 to S49)

    All review dates: 2026-09-12. A review date is not a source publication date. Sources were used for the scoped graph expansion, not to revalidate the entire original corpus.

    Reference1,902 wordsReviewed 12 Sep 2026.md