PG-Schema: Schemas for Property Graphs
Not on the map. Why?
Abstract (arXiv)
Property graphs have reached a high level of maturity, witnessed by multiple robust graph database systems as well as the ongoing ISO standardization effort aiming at creating a new standard Graph Query Language (GQL). Yet, despite documented demand, schema support is limited both in existing systems and in the first version of the GQL Standard. It is anticipated that the second version of the GQL Standard will include a rich DDL. Aiming to inspire the development of GQL and enhance the capabilities of graph database systems, we propose PG-Schema, a simple yet powerful formalism for specifying property graph schemas. It features PG-Types with flexible type definitions supporting multi-inheritance, as well as expressive constraints based on the recently proposed PG-Keys formalism. We provide the formal syntax and semantics of PG-Schema, which meet principled design requirements grounded in contemporary property graph management scenarios, and offer a detailed comparison of its features with those of existing schema languages and graph database systems.
Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Nov 2022.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2023: 2; 2024: 1; 2025: 5; 2026: 5.
13 papers.
Sort:
By area:
- 2023Construction of Knowledge Graphs: State and Challengescited by 12
- 2023Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunitiescited by 9
- 2025Common Foundations for SHACL, ShEx, and PG-Schemacited by 4
- 2025Schema Generation for Large Knowledge Graphs Using Large Language Modelscited by 3
- 2025KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphscited by 2
- 2024IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defensecited by 1
- 2026Evaluation of Pipelines for Data Integration into Knowledge Graphscited by 1
- 2025Shape Expressions with Inheritancecited by 0
- 2025The KG-ER Conceptual Schema Languagecited by 0
- 2026The Equivalence Theorem: First-Class Relationships for Structurally Complete Database Systemscited by 0
- 2026ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagramscited by 0
- 2026SchemaLink: An Intelligent Web Editor for LinkML Schema Curationcited by 0
- 2026SchemaLink: An Intelligent Web Editor for LinkML Schema Curation12 Aug 2026
- 2026ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagrams27 Jul 2026
- 2026From SQL to Knowledge Graphs: An LLM-Driven Multi-Agent Approach with Data Schema Improvement17 Jun 2026
- 2026Evaluation of Pipelines for Data Integration into Knowledge Graphs21 May 2026
- 2026The Equivalence Theorem: First-Class Relationships for Structurally Complete Database Systems13 Mar 2026
- 2025KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphs23 Nov 2025
- 2025The KG-ER Conceptual Schema Language4 Aug 2025
- 2025Schema Generation for Large Knowledge Graphs Using Large Language Models4 Jun 2025
- 2025Shape Expressions with Inheritance31 Mar 2025
- 2025Common Foundations for SHACL, ShEx, and PG-Schema3 Feb 2025
- 2024IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense23 Nov 2024
- 2023Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities3 Apr 2023
1 more
- 2023Construction of Knowledge Graphs: State and Challenges22 Feb 2023
- 2023Construction of Knowledge Graphs: State and Challengescited by 12
- 2023Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunitiescited by 9
- 2025Common Foundations for SHACL, ShEx, and PG-Schemacited by 4
- 2025Schema Generation for Large Knowledge Graphs Using Large Language Modelscited by 3
- 2025KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphscited by 2
- 2024IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defensecited by 1
- 2026Evaluation of Pipelines for Data Integration into Knowledge Graphscited by 1
- 2025Shape Expressions with Inheritancecited by 0
- 2025The KG-ER Conceptual Schema Languagecited by 0
- 2026The Equivalence Theorem: First-Class Relationships for Structurally Complete Database Systemscited by 0
- 2026SchemaLink: An Intelligent Web Editor for LinkML Schema Curationcited by 0
- 2026SchemaLink: An Intelligent Web Editor for LinkML Schema Curation12 Aug 2026
- 2026Evaluation of Pipelines for Data Integration into Knowledge Graphs21 May 2026
- 2026The Equivalence Theorem: First-Class Relationships for Structurally Complete Database Systems13 Mar 2026
- 2025KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphs23 Nov 2025
- 2025The KG-ER Conceptual Schema Language4 Aug 2025
- 2025Schema Generation for Large Knowledge Graphs Using Large Language Models4 Jun 2025
- 2025Shape Expressions with Inheritance31 Mar 2025
- 2025Common Foundations for SHACL, ShEx, and PG-Schema3 Feb 2025
- 2024IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense23 Nov 2024
- 2023Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities3 Apr 2023
- 2023Construction of Knowledge Graphs: State and Challenges22 Feb 2023