REFERENCE · 2026.09.12-g40 · review dates are not publication dates

Primary source register (S01–S49)

1,759 words. Reference document; its scope and limits are stated inside it. Source: Graph/PRIMARY-SOURCE-REGISTER.md. Graph systems, shelf 5 of 8; library release 2026.09.12-g40.

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. URLs are references to live documents, not archived snapshots.

S01 — Creating helpful, reliable, people-first content

Publisher
Google
Supports
E-E-A-T and authorship guidance; not a specific standalone ranking factor.
Does not establish
Does not specify an E-E-A-T graph, public numeric score, or guaranteed outcomes.

S02 — Organization structured data

Publisher
Google
Supports
Published organization identification and supported structured-data properties.
Does not establish
Does not establish facts about Joseph or require every domain to be a separate business.

S03 — ProfilePage structured data

Publisher
Google
Supports
Profile pages focused on one affiliated Person or Organization and their eligible markup.
Does not establish
Does not guarantee a knowledge panel or authorize invented biographies.

S04 — sameAs

Publisher
Schema.org
Supports
A reference URL that unambiguously identifies the same item.
Does not establish
Does not mean related topic, common ownership, endorsement, or automatic provider recognition.

S05 — Person

Publisher
Schema.org
Supports
Vocabulary for people and documented person properties.
Does not establish
Vocabulary availability does not verify a credential or relationship.

S06 — Brand

Publisher
Schema.org
Supports
A brand is representable separately from the organization, website, and person.
Does not establish
Does not establish legal status or ownership.

S07 — Service

Publisher
Schema.org
Supports
Service, provider, and service-area modeling vocabulary.
Does not establish
Does not establish a physical branch or guarantee a rich result.

S08 — General structured data guidelines

Publisher
Google
Supports
Visible-content accuracy, policies, and feature eligibility.
Does not establish
Valid JSON alone does not guarantee eligibility or display.

S09 — A guide to Google Search ranking systems

Publisher
Google
Supports
Link analysis and evolved PageRank are among documented ranking systems.
Does not establish
Does not expose present proprietary weights or make a local centrality score a Google score.

S10 — Knowledge Graph Search API

Publisher
Google
Supports
Read-only entity search; individual matches rather than an interconnected graph; migration and critical-dependency warnings.
Does not establish
Not an ingestion API, full graph export, authority score, or recommended new production dependency.

S11 — Introducing the Knowledge Graph: things, not strings

Publisher
Google
Supports
Historical disclosure of an entity-and-relationship system.
Does not establish
Historical counts and implementation details must not be presented as current.

S12 — RDF 1.1 Concepts and Abstract Syntax

Publisher
W3C
Supports
Triples, directed labeled graphs, IRIs, and RDF datasets.
Does not establish
This pinned specification is not a requirement imposed on ordinary SEO websites.

S13 — JSON-LD 1.1

Publisher
W3C
Supports
JSON-based Linked Data representation, identifiers, contexts, and graphs.
Does not establish
Serialization does not establish truth or search-engine ingestion.

S14 — PROV-O: The PROV Ontology

Publisher
W3C
Supports
Entities, activities, agents, and provenance relationships.
Does not establish
Does not certify source independence or guarantee factual correctness.

S15 — SKOS Simple Knowledge Organization System Reference

Publisher
W3C
Supports
Concept schemes, labels, broader/narrower and related concepts.
Does not establish
A topic taxonomy is not a public Google topical-authority score.

S16 — Shapes Constraint Language (SHACL)

Publisher
W3C
Supports
Validation of data graphs against shapes and constraints.
Does not establish
A conforming graph is not necessarily factually true.

S17 — Consolidate duplicate URLs

Publisher
Google
Supports
Canonicalization of duplicate or similar documents and associated signals.
Does not establish
Document equivalence is not identity equivalence between their publishers.

S18 — Localized versions of your pages

Publisher
Google
Supports
Language/region alternative page annotations.
Does not establish
Does not require unrelated regional doorway pages or prove a business has offices there.

S19 — Make your links crawlable

Publisher
Google
Supports
Discoverable links and useful anchor text.
Does not establish
Does not prescribe an ideal universal link count or expose link weights.

S20 — JavaScript SEO basics

Publisher
Google
Supports
Crawling, rendering, links, content, and JavaScript delivery considerations.
Does not establish
Does not make a successful browser run proof that an external engine indexed the page.

S21 — Optimizing for generative AI features on Google Search

Publisher
Google
Supports
SEO foundations, query fan-out, no special AI schema/file requirement, and current reporting guidance.
Does not establish
Does not mandate a public graph endpoint or disclose an exact query fan-out for a particular result.

S22 — AI Performance help

Publisher
Microsoft Bing
Supports
Documented grounding-query and cited-page observations with metric boundaries.
Does not establish
Citations are not rankings, authority, traffic, or the complete universe of AI usage.

S23 — Introducing AI Performance in Bing Webmaster Tools: Public Preview

Publisher
Microsoft Bing
Supports
Dated February 2026 launch context for citation reporting.
Does not establish
Launch documentation alone does not establish all later report fields.

S24 — GraphRAG documentation

Publisher
Microsoft
Supports
Graph-based organization and retrieval of a corpus with entity/community representations.
Does not establish
Not proof that public search products use this implementation or that it beats every baseline.

S25 — GraphRAG local search

Publisher
Microsoft
Supports
Retrieval combining graph-linked entities with original text units.
Does not establish
Generated extraction or summaries must not be treated as independently verified facts.

S26 — Hierarchical Navigable Small World graphs

Publisher
Malkov and Yashunin
Supports
Primary research on graph-based approximate nearest-neighbor search.
Does not establish
Vector proximity is not identity, entailment, citation support, or human authority.

S27 — Overview of OpenAI crawlers

Publisher
OpenAI
Supports
Separate search, training, and user-directed access roles.
Does not establish
Allowing a crawler does not guarantee citation or train an assistant on a private uploaded graph.

S28 — LocalBusiness structured data

Publisher
Google
Supports
Feature-specific business/location representations and requirements.
Does not establish
A service area must not be used to invent a physical location; publication needs privacy review.

S29 — Review snippet structured data

Publisher
Google
Supports
Review feature eligibility and self-serving LocalBusiness/Organization review restrictions.
Does not establish
Authentic testimonials do not automatically qualify for review stars.

S30 — Product structured data

Publisher
Google
Supports
Product and offer information in supported search experiences.
Does not establish
Does not imply all product information is current or validate feed/landing-page agreement.

S31 — Shopping Graph explained

Publisher
Google
Supports
Documented shopping graph as a product and shopping-information system.
Does not establish
Not a graph publishers can directly overwrite; historical quantities are not current metrics.

S32 — Event structured data

Publisher
Google
Supports
Event-specific dates, locations, and feature modeling.
Does not establish
Not every service, sale, or recurring business schedule is an eligible event.

S33 — Google Images SEO best practices

Publisher
Google
Supports
Image discovery, contextual information, and relevant metadata.
Does not establish
Does not mandate the custom multimedia graph defined in this package.

S34 — Video SEO best practices

Publisher
Google
Supports
Video discovery and page/asset context.
Does not establish
A transcript or graph record alone does not prove a video is eligible or indexed.

S35 — The Open Graph protocol

Publisher
Open Graph protocol
Supports
Social-preview metadata including title, type, image, and URL.
Does not establish
Open Graph is not Google Knowledge Graph, an E-E-A-T score, or GraphRAG.

S36 — Help: Sources

Publisher
Wikidata
Supports
Source-backed statements in Wikidata.
Does not establish
Does not justify creating promotional identities or ignoring project inclusion policies.

S37 — How it is built

Publisher
OpenAlex
Supports
Public scholarly data assembled from multiple sources.
Does not establish
Dataset inclusion does not prove a person authored a work or that a claim is true.

S38 — Economic Graph

Publisher
LinkedIn
Supports
A documented professional/economic graph initiative.
Does not establish
Not evidence that LinkedIn connections cause Google rankings or establish credentials.

S39 — PageRank algorithm documentation

Publisher
NetworkX
Supports
Computing PageRank on a graph supplied by the analyst.
Does not establish
Not access to the Google ranking graph or proprietary PageRank values.

S40 — Bipartite graphs

Publisher
NetworkX
Supports
Two-set graph modeling and graph operations.
Does not establish
Does not make a query-document projection a disclosed search-engine system.

S41 — Components

Publisher
NetworkX
Supports
Connected and strongly connected component algorithms.
Does not establish
A cycle in ordinary site navigation is not inherently a defect.

S42 — ODRL Information Model 2.2

Publisher
W3C
Supports
Permissions, prohibitions, and duties as a policy description.
Does not establish
Descriptions do not enforce access or certify valid legal consent.

S43 — Spam policies for Google web search

Publisher
Google
Supports
Abuse boundaries including link spam and scaled content abuse.
Does not establish
Does not authorize manipulation because it is expressed as graph construction.

S44 — Helping you along your Search journeys

Publisher
Google
Supports
Historical disclosure of a Topic Layer associated with Knowledge Graph.
Does not establish
Not evidence of current complete architecture, exact graph weights, or a publisher-controlled feature.

S45 — Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources

Publisher
Dong and colleagues
Supports
Historical primary research estimating source trustworthiness from extracted factual information while distinguishing extraction errors.
Does not establish
Not proof of current Google deployment, a public SEO score, or equivalence with E-E-A-T.

S46 — Knowledge Vault: A Web-Scale Approach to Probabilistic Knowledge Fusion

Publisher
Google Research
Supports
Historical primary research combining web extractions and prior knowledge with probabilistic fusion.
Does not establish
A research publication is not a currently available submission endpoint or guaranteed factual correctness.

S47 — HITS: hubs and authorities

Publisher
NetworkX
Supports
Official implementation documentation for separate hub and authority scores on an input graph.
Does not establish
Not an engine-provided E-E-A-T score or evidence that this exact implementation runs in current Google Search.

S48 — Jigs and Lures: Associating Web Queries with Strongly-Typed Entities

Publisher
Microsoft Research
Supports
Primary research using query–entity click graphs to model associations.
Does not establish
An association does not establish identity or truth; experimental logs are not the user's available data or current production specification.

S49 — Combating Web Spam with TrustRank

Publisher
Gyöngyi, Garcia-Molina, and Pedersen / VLDB
Supports
Historical primary research using expert-reviewed seeds and link structure for spam detection; abstract and introductory graph model inspected.
Does not establish
Does not establish current deployment in Google, a universal seed list, or permission to manufacture trust links.

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