Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T00:54:24.538727Z
Paper Citation Record · LEDGER
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback
As of 17 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.03118.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact1
- verified fuzzy18
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e89437f6-a17b-44da-acf1-8f3d9ff28536 · outbound
This paper cites Students’ semantic mistakes in writing seven different types of sql queries,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Students’ semantic mistakes in writing seven different types of sql queries,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.953956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d3219684-011e-4da6-a719-f5437564326d · outbound
This paper cites Errors and complications in sql query formulation,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Errors and complications in sql query formulation,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.940790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bad94733-ba90-443d-bd9a-d473ecebf050 · outbound
This paper cites What to expect and what to focus on in sql query teaching,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback What to expect and what to focus on in sql query teaching,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.927757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04078e39-786c-4424-b9f0-c08bd054284d · outbound
This paper cites Insights from student solutions to sql homework prob- lems,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Insights from student solutions to sql homework prob- lems,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.914670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 782f7aa7-25ed-4061-bbbc-0d2528553c3e · outbound
This paper cites Analyz- ing patterns in student sql solutions via levenshtein edit distance,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Analyz- ing patterns in student sql solutions via levenshtein edit distance,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.901774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6595e6b7-82fa-4af1-ab2d-7d037964a8cc · outbound
This paper cites Uncovering patterns of sql errors in stu- dent assignments: a comparative analysis of different assignment types,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Uncovering patterns of sql errors in stu- dent assignments: a comparative analysis of different assignment types,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.888843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 25d26cba-33ce-43f0-bbb1-81289c223031 · outbound
This paper cites EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T00:54:24.485320Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b081a95b-45ee-484d-9bf3-2bf0cea9c4c5 · outbound
This paper cites Learning sql program- ming with interactive tools: From integration to person- alization,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Learning sql program- ming with interactive tools: From integration to person- alization,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.875490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c05a0bc7-5ac4-422c-9e28-ed4ca1855c9b · outbound
This paper cites Enhancing feedback gener- ation for autograded sql statements to improve student learning,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Enhancing feedback gener- ation for autograded sql statements to improve student learning,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.861800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46b45506-e046-4218-97a6-4b2042987cc7 · outbound
This paper cites A systematic literature review of knowledge graph construction and application in education,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback A systematic literature review of knowledge graph construction and application in education,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.848044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0e6bd38c-cc86-4ecc-93d8-5109b742d419 · outbound
This paper cites Ace: Ai-assisted con- struction of educational knowledge graphs with prereq- uisite relations,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Ace: Ai-assisted con- struction of educational knowledge graphs with prereq- uisite relations,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.834394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a654301d-0e84-416d-8221-7a1bb01dd74c · outbound
This paper cites Educational mate- rial to knowledge graph conversion: A methodology to enhance digital education,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Educational mate- rial to knowledge graph conversion: A methodology to enhance digital education,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.820383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fcf785ba-540b-468e-a3a5-f3da8253c93c · outbound
This paper cites Identifying sql misconceptions of novices: Findings from a think- aloud study,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Identifying sql misconceptions of novices: Findings from a think- aloud study,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.806416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ebcf00bf-d1c1-4a07-bae3-b86529ac4288 · outbound
This paper cites Begrading: large language models for enhanced feedback in programming educa- tion,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Begrading: large language models for enhanced feedback in programming educa- tion,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.791902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3b4f8cc1-a21d-4842-8006-58dc5e08d41e · outbound
This paper cites Sql autograder: Web-based llm-powered autograder for assessment of sql queries,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Sql autograder: Web-based llm-powered autograder for assessment of sql queries,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.776336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4449f513-72b7-4817-8ee7-42e19a2f9b16 · outbound
This paper cites Enhancing sql education: Auto- mated feedback and assessment using generative ai,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Enhancing sql education: Auto- mated feedback and assessment using generative ai,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.762250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 589dfc7e-972a-41bd-b37e-d7174f8dcc36 · outbound
This paper cites Codelens: A generative ai framework for automated feedback on sql assignments,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Codelens: A generative ai framework for automated feedback on sql assignments,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.748263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ec41ece4-3714-403f-99eb-794eb8611534 · outbound
This paper cites Inferring prerequisite knowledge concepts in educa- tional knowledge graphs: A multi-criteria approach,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Inferring prerequisite knowledge concepts in educa- tional knowledge graphs: A multi-criteria approach,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.734120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d7a5b422-ec4b-4d46-8b6a-de836e3f620c · outbound
This paper cites Instructor-aligned knowledge graphs for personalized learning,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Instructor-aligned knowledge graphs for personalized learning,
Reference 19
- Resolution
- verified exact
- raw_fallback, observed 2026-08-08T00:54:24.689487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5dd1f159-89a6-4653-b463-76a35d981a3c · outbound
This paper cites Judging LLM-as-a-judge with MT-Bench and Chatbot Arena,.
From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback Judging LLM-as-a-judge with MT-Bench and Chatbot Arena,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T00:54:24.719531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.