Paper Citation Record · LEDGER

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension?

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.08232.

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

pith.paper-citation-record.v1
2507.08232 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:31:58.901312Z

measured 34 of 34 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

34 of 34 outbound references displayed

verified exact3
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c92ab0be-6fdf-4236-be4e-7ea4c4c82517 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.989770Z

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 73710a83-2ace-42d6-9c4a-e2ece2eec4b2 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.697094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082963eb-ce01-4788-a000-0fc7d7b9c7f0 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.705532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41836e14-7889-4060-948e-9d5a2bc25424 · outbound

This paper cites Bond and Christine M.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Bond and Christine M

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.712447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 877d48d0-b292-4bdf-a34a-3a597db91355 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.719033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e42d14-b727-4ba0-be58-15cc43d18115 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Training Verifiers to Solve Math Word Problems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.725666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4836982c-5b1e-4eeb-b490-c184fdab8afd · outbound

This paper cites Embretson and Steven P.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Embretson and Steven P

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T18:31:59.203833Z

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 213e5358-1108-48b5-b113-ac80d7bcc349 · outbound

This paper cites Large Language Models can accomplish Business Process Management Tasks.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Large Language Models can accomplish Business Process Management Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.739825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 619848f6-53f7-43ec-9f91-833029c52cc9 · outbound

This paper cites Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.747049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e97fcde-79bc-4af9-9aab-0ab2e9284397 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Measuring Massive Multitask Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.754325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128b37fa-c6a7-484a-b562-cd116401b90f · outbound

This paper cites Mistral 7B.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Mistral 7B

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.760534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cdb6520-f298-44b5-a0d7-3902e99ffdc3 · outbound

This paper cites Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.767430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3503b304-d42c-4a77-a808-3fb4f905f14a · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.937733Z

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 f942bd3d-987f-4294-a4c1-012379b6d871 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.778918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6351b9-ecf5-4ca5-9661-126b524e159c · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.784120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6f4f569-7046-48ae-838f-d0ab1008d0bf · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T18:31:59.081896Z

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 d012578e-4194-4e4b-ab17-241e0d367abc · outbound

This paper cites LearnLM: Improving Gemini for Learning.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? LearnLM: Improving Gemini for Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.800410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99fe5deb-eaad-4523-9c00-c82f90e9b63c · outbound

This paper cites AI Agents and Education: Simulated Practice at Scale.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? AI Agents and Education: Simulated Practice at Scale

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T18:31:59.050008Z

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 0939add7-f6ee-41f8-8105-303138129f37 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.905084Z

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 c81740ab-aca0-40b6-b7ee-70ad738e1e5e · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.879977Z

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 bf8af500-4cbd-4bcd-baeb-091683830f88 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.844624Z

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 78c1ad25-74b9-4f34-9377-51dbe4adc368 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.810852Z

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 c19e0a1c-1ac4-4656-9a86-082c3a1cf872 · outbound

This paper cites Apprentice Tutor Builder: A Platform For Users to Create and Personalize Intelligent Tutors.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Apprentice Tutor Builder: A Platform For Users to Create and Personalize Intelligent Tutors

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.838084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d8daa7c-33cc-4de6-9694-3fa5dd8c6fc9 · outbound

This paper cites LLM-based Cognitive Models of Students with Misconceptions.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? LLM-based Cognitive Models of Students with Misconceptions

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.844250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa83e951-8b31-4b45-a223-701de9421e92 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.849772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ce835a-807f-4a03-8aba-856a3684a3bf · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.854231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eba6c8f-7bad-4c29-9b73-f09046828dc7 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.777158Z

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 b78390f1-a345-4593-a075-8fcfae41815e · outbound

This paper cites Department of Education.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Department of Education

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:31:59.751409Z

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 c46ba7f4-1cea-47b2-9656-bb3f14687530 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Large Language Models for Education: A Survey and Outlook

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.869926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959667d0-14fc-48d2-9553-3f76f02978fe · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.727527Z

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 88841ba7-5ab7-4ab0-b4fb-d01559b5ff13 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:31:59.698744Z

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 dd27f806-ef5e-4d3e-9c18-909406850441 · outbound

This paper cites Qwen2.5 Technical Report.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Qwen2.5 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.887948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b0170d-0694-4a2f-9962-25d2e24bb55d · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-06T18:31:58.975736Z

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 aa5b3f3b-debe-4ceb-9fe6-c1c643f0d2c8 · outbound

This paper cites an unresolved cited work.

Can LLMs Reliably Simulate Real Students' Abilities in Mathematics and Reading Comprehension? Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T18:31:58.901312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.