Paper Citation Record · LEDGER

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework

As of 19 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2504.14928.

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

pith.paper-citation-record.v1
2504.14928 v3

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:40:06.368350Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

50 of 50 outbound references displayed

verified exact14
verified fuzzy1
unresolved34
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75fc6028-d0df-4445-9d51-e995e6f98c8b · outbound

This paper cites online" 'onlinestring :=.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:05.963133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22dd033-7bf0-41de-8054-7fffa0440b3d · outbound

This paper cites write newline.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:05.970867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b1ac9b-947e-4cef-8121-21398f0dcccf · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.794122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3e8e650-0e2c-433a-b241-421287d6a6b8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Evaluating Large Language Models Trained on Code

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:05.985929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db51c3d0-7827-4f3b-88c9-f6fc656dad04 · outbound

This paper cites Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:05.997781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 619c29b3-a33d-4908-a9db-b7aa7feea5fa · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.007633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff1a287-9e61-4455-b389-66610944b906 · outbound

This paper cites Duschl and Drew H.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Duschl and Drew H

Reference 7

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.746814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52ad1df9-83b7-4507-a8be-61c92ef4fd2e · outbound

This paper cites Gitomer and Richard A.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Gitomer and Richard A

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:40:08.221249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac0019e5-430c-47e5-9f2c-6a06e665b341 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:40:08.443175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a421763-b862-492a-adc0-64256406b09a · outbound

This paper cites Measuring Massive Multitask Language Understanding.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Measuring Massive Multitask Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.046901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 045669e7-c698-45ce-bd36-5c2f5d661cb2 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.051955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb3dcfa-055c-46c8-993d-870d465b3d13 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:40:08.072522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd6f4797-214d-444b-acbe-0bed45dfbff6 · outbound

This paper cites TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.064747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e3e674-6319-4d8c-985e-4bfdf4d2e928 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.071663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f32abb4-72e1-4126-bab3-602a1a5c85a0 · outbound

This paper cites Krathwohl.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Krathwohl

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.083255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c76510-7d99-489e-8fad-b35f479f5fea · outbound

This paper cites MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.089342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d002b3cf-9699-48db-87fa-1d27a95a042e · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.096443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6053096-a30b-4cab-8f13-636afbc68d83 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.709216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc1de03b-004e-4a27-ac22-7a5b8c41d231 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.116130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76dc08d0-b893-40b3-8a37-7d35ebe76a24 · outbound

This paper cites Markel, Steven G.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Markel, Steven G

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.123159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b2069a-f2d6-4c44-a733-6bc6d420803f · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 21

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T11:40:06.685192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73067359-9fb9-493c-82bc-be525a8dfff3 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.145705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b374b7f-91b1-4f68-8b4a-8f2791981ee4 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.652243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af25c222-2d79-4e5f-ae02-6317df805b38 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.630431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd454403-2b85-4436-9f90-75a3239aa0da · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:40:08.381901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8df8027-ba45-448a-ad2f-85c917c26e91 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 26

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:40:07.632626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e7f22d8-2910-473f-82e9-0d20600d9810 · outbound

This paper cites Sullivan Palincsar.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Sullivan Palincsar

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.193480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7575f592-9e6c-4248-bb6a-764e6886f46c · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.203980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d2333eb-8c9b-4b5a-86b6-28433c40cd96 · outbound

This paper cites Bernstein.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Bernstein

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.209693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83e5a11-295a-4aeb-8197-9ea7465cda41 · outbound

This paper cites Automated Assessment of Multimodal Answer Sheets in the STEM domain.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Automated Assessment of Multimodal Answer Sheets in the STEM domain

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:40:07.474736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd494cfe-5ea5-4224-9d57-3e907643c6f6 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.225733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbdf4297-98a8-463b-897d-250a7fdc197c · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.564564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eda8766c-4631-4658-bd06-de7050c93489 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 33

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:40:07.395284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f6d301b-352e-40cb-8102-7b082f87d5f4 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.244161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c69ba5a-e10f-4520-8859-b2b2b5fe48ba · outbound

This paper cites Department of Education, Office of Educational Technology.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Department of Education, Office of Educational Technology

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:40:08.352569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 782e245f-a35e-42d3-8ab7-2204013d4156 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.260579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ff06af-08fd-4ba1-bc90-47ffc9572072 · outbound

This paper cites Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.267056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e101438c-9d21-4fdb-b7e3-7d5454933c7a · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.272483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48deb115-cc21-42dc-b1d2-912c0fa0c0fc · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.281375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 851f8e2a-fb75-45a9-9a65-c7e75b53a524 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.287382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c277395-6418-4bda-ac64-ef8dc426e434 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 41

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:40:07.234640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b33c6da-73c9-4012-adf1-76f65619f8d8 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Finetuned Language Models Are Zero-Shot Learners

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.303572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04f1d2dd-1e82-4f98-9688-97a94444675d · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.314632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982174e6-2015-420e-8ec6-687b186b936e · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:40:08.306836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa28e001-f259-45a7-983b-521263080dc7 · outbound

This paper cites an unresolved cited work.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-16T11:40:06.433194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 043ac4bf-1cb2-44ba-83bb-598c6bfa42d7 · outbound

This paper cites Bruner, and Gail Ross.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Bruner, and Gail Ross

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.334371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 045028f9-4702-47a1-a867-2c5d62a9c7ba · outbound

This paper cites Leveraging generative artificial intelligence to simulate student learning behavior.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Leveraging generative artificial intelligence to simulate student learning behavior

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.342625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c830ad1-a421-4b1d-b1ba-dd9952817dd1 · outbound

This paper cites Mentigo: An Intelligent Agent for Mentoring Students in the Creative Problem Solving Process.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Mentigo: An Intelligent Agent for Mentoring Students in the Creative Problem Solving Process

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:40:06.946236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2622e8a7-1408-44ed-b5c5-775651eeedd8 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.358391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e184f29-9ac0-48d0-833e-26360d4eb641 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Instruction-Following Evaluation for Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T11:40:06.368350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.