Paper Citation Record · LEDGER

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior

As of 16 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.12292.

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

pith.paper-citation-record.v1
2608.12292 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:12:34.489965Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

32 of 32 outbound references displayed

verified exact1
verified fuzzy1
unresolved27
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 131785ca-a4d7-46bd-b27a-d14152f32f37 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 1

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T00:12:35.736037Z

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 e47e2516-7227-4028-8048-f300efcbab7d · outbound

This paper cites Anderson, Albert T.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Anderson, Albert T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:12:35.720429Z

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 b7b99f8b-cf03-4079-8d35-a17903ce4ba0 · outbound

This paper cites Game the System.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Game the System

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.305714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af999566-2a00-4c31-9336-d2c37e7eba81 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.313585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d7a9fb-c756-4f1e-ab71-e156248c4708 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.320057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9f9db96-d34f-4358-b996-172ca6d7094d · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.327267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a923d6de-03a9-4e13-bb3d-20acf970043d · outbound

This paper cites Corbett and John R.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Corbett and John R

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.334220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd8f63c5-50ed-4bdd-80c4-b2af0b91f3f8 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-16T00:12:34.614247Z

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 8130f3fa-71b9-4fdd-a987-8393e76afef9 · outbound

This paper cites Graesser, Patrick Chipman, Brian C.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Graesser, Patrick Chipman, Brian C

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.346226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ebdcb6-f831-40a2-a7fb-67c8dfc8ccb2 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.352520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa42adc-68c2-4a78-94c6-0442ad97c2c7 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.359139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f55bb5c-4bad-4156-af21-fac2459438f1 · outbound

This paper cites Heffernan and Cristina L.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Heffernan and Cristina L

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:12:34.365517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bba933f-3e06-4f58-b839-e644f7ae87b3 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.372556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a06ddb99-74c0-4f61-883c-b79c4ffbe273 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:12:35.703310Z

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 2fea235d-1fa8-4b1d-b5a8-f74517d6a742 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.397051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e65e320-ac0f-4668-844e-d2c3bac84ae5 · outbound

This paper cites Henley, Paul Denny, Michelle Craig, and Tovi Grossman.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Henley, Paul Denny, Michelle Craig, and Tovi Grossman

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.402131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d28fd10-ac29-4c7a-9f83-c983fcd570ce · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:12:34.407909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b521dad-0f82-4162-b8a1-4e2fae1982cc · outbound

This paper cites LearnLM: Improving Gemini for Learning.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior LearnLM: Improving Gemini for Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.413269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c64cad-1cee-4909-971b-e61c6d00903f · outbound

This paper cites Sheese, Jaromir Savelka, and Paul Denny.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Sheese, Jaromir Savelka, and Paul Denny

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.418432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2c57d5-8493-415a-b95f-5aea0f95e330 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:12:35.685540Z

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 6392510c-8632-4c35-bd5b-8dd646059039 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.430772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a306582-b960-4f75-85da-fbfeee95a3a3 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.438526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f654864b-8855-4e68-9e36-3df14b833c3b · outbound

This paper cites Zou, Aaron Shaw, Benjamin Mako Hill, Carrie Cai, Meredith Ringel Morris, Robb Willer, Percy Liang, and Michael S.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Zou, Aaron Shaw, Benjamin Mako Hill, Carrie Cai, Meredith Ringel Morris, Robb Willer, Percy Liang, and Michael S

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.443953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d390e421-8a14-4082-a5fc-4c92963e64e4 · outbound

This paper cites Schroeder, Olusola O.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Schroeder, Olusola O

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.457261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6585b1c-c8e1-4bcc-bd68-6f9e39dcc10d · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.464391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f20ba6-df2e-42e5-ac00-4c75bb51db70 · outbound

This paper cites Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.471680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f70d3e32-419c-4387-a678-f5e9535a1417 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:12:35.657160Z

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 2aac04e8-da72-4c4e-ae1f-b9eb4dacc766 · outbound

This paper cites an unresolved cited work.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.484167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ba72de-cb03-4c3c-a02a-605628f59263 · outbound

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

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.489965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f5f9ae7-ede4-4f81-8034-c72d30eebf28 · outbound

This paper cites doi:10.1207/s15327809jls0402_2.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior doi:10.1207/s15327809jls0402_2

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.298031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3c41dcc-0f54-4e2d-96d0-ffa5bbed058f · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.449524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ae96453-3972-4915-a973-1fed22b44b74 · outbound

This paper cites Exploring Student Behaviors and Motivations using AI TAs with Optional Guardrails.

Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior Exploring Student Behaviors and Motivations using AI TAs with Optional Guardrails

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:34.389441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.