Paper Citation Record · LEDGER

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2506.08962.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.08962 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:00:32.229491Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy14
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0eff2b4-4677-4ae4-bfeb-8a9ec9fae4b7 · outbound

This paper cites Thrilled by your progress! large language models (gpt-4) no longer struggle to pass assessments in higher education programming courses,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Thrilled by your progress! large language models (gpt-4) no longer struggle to pass assessments in higher education programming courses,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.575580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76931366-0be1-441a-a63c-a71e79fa8b82 · outbound

This paper cites Rlingua: Improving reinforcement learning sample efficiency in robotic manipulations with large language models,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Rlingua: Improving reinforcement learning sample efficiency in robotic manipulations with large language models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.560739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0ff00f8-7778-410f-8522-51943810de1d · outbound

This paper cites Performance of chatgpt on usmle: potential for ai-assisted medical education using large language models,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Performance of chatgpt on usmle: potential for ai-assisted medical education using large language models,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.546267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c6c9620c-b1e2-491b-bc2e-9dbb6fb8889a · outbound

This paper cites Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.531709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29279990-bb3c-42d1-a311-51c82e7509df · outbound

This paper cites Sidney pressey and the automation of education, 1924- 1934,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Sidney pressey and the automation of education, 1924- 1934,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.515985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c7a5fa7b-a9dd-4654-9c51-edd1330e4ded · outbound

This paper cites Andes: An intelligent tutor for classical physics,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Andes: An intelligent tutor for classical physics,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.499633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4540501b-ebd4-46bd-bad9-3bc4dc4c82a6 · outbound

This paper cites Computer-aided instruction for introductory linear circuit analysis,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Computer-aided instruction for introductory linear circuit analysis,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.484800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32c9c8fa-25dc-43f6-b7eb-3d8dd16edb47 · outbound

This paper cites Expansion and evaluation of a step-based tutorial program for linear circuit analysis,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Expansion and evaluation of a step-based tutorial program for linear circuit analysis,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.470732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6edb8a5f-f878-4a6d-97e6-11b54e0c78bc · outbound

This paper cites Deep knowledge tracing,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Deep knowledge tracing,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.454919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2fcf339-7847-479b-ae4a-7ba5be3458d4 · outbound

This paper cites Concept-aware deep knowledge tracing and exercise recommendation in an online learning system,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Concept-aware deep knowledge tracing and exercise recommendation in an online learning system,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.440621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff45b00b-2409-42ec-9639-d75aa065b8e5 · outbound

This paper cites GPT-4 Technical Report.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis GPT-4 Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:00:32.184632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef1a41b-ba4f-41a4-bf3f-c49dd05ac35d · outbound

This paper cites Do Vision-Language Models Really Understand Visual Language?.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Do Vision-Language Models Really Understand Visual Language?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:00:32.189282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a13888-daca-4c40-a5e3-a013ce5f0b46 · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:00:32.194052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5706a932-6a74-4b48-8d1c-6d43e2156bd4 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:00:32.198872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bafa439-0b3c-432f-8435-9024719834a8 · outbound

This paper cites Predictors of student academic success in an upper-level microelectronic circuits course,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Predictors of student academic success in an upper-level microelectronic circuits course,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.413714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8dc19e7d-b3e9-4ff0-81b3-edb4444de8b3 · outbound

This paper cites Benchmarking large language models on homework assessment in circuit analysis,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Benchmarking large language models on homework assessment in circuit analysis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.398790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8096328f-8c50-43ad-9eb1-22c8c64607fb · outbound

This paper cites Survey of vector database management systems,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Survey of vector database management systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.384261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a3378f0-9788-4b5b-a0e1-871e7f9e1edf · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:00:32.220002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f91dc69a-4ac0-4819-9a6e-08f11ba00b12 · outbound

This paper cites Data-driven insights into academic success: Analyzing ten years of student academic records in an electrical and computer engineering department,.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Data-driven insights into academic success: Analyzing ten years of student academic records in an electrical and computer engineering department,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:00:32.369735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5898eec7-5b04-43c0-8f42-41543bfffc8e · outbound

This paper cites an unresolved cited work.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:00:32.355152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation afbd4cc9-4535-4990-9872-c05c60318bca · outbound

This paper cites Benchmarking Large Language Models on Homework Assessment in Circuit Analysis.

WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis Benchmarking Large Language Models on Homework Assessment in Circuit Analysis

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T05:00:32.290357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.