Paper Citation Record · LEDGER

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints

As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2509.03269.

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

pith.paper-citation-record.v1
2509.03269 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:36:52.481955Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

37 of 37 outbound references displayed

verified exact1
verified fuzzy5
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59fbb3fb-0e12-45b8-80d0-4b63dff536b8 · outbound

This paper cites STaR-GATE: Teaching Language Models to Ask Clarifying Questions.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints STaR-GATE: Teaching Language Models to Ask Clarifying Questions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.319723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472e1415-2acd-41f6-ba51-a4cd04e43b76 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:53.037995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45e7f091-92ea-4f03-8ab6-22531a24af16 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:53.024153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c153f7d5-ca72-4aa4-9246-1db7db01ba32 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.996160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d52e9626-8eb8-4a46-8445-090765b48403 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.982621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 53dc661c-5f09-48f7-abb9-9a358beb1450 · outbound

This paper cites Brown et al.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Brown et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:36:52.969279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 894b0c13-631b-44a9-91a1-678d581d1288 · outbound

This paper cites Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.352654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68c3e44-f594-4111-8c3a-08ee5c00225d · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.955635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba5e851c-7b70-4212-9f9e-41e8f743a7ed · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.941696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a32adeb-0833-408f-8138-49c2c1537961 · outbound

This paper cites Insert-expansions for Tool-enabled Conversational Agents.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Insert-expansions for Tool-enabled Conversational Agents

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:36:52.595588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f24bd319-aad2-456e-8f82-47441d0585ed · outbound

This paper cites Leveraging Print Debugging to Improve Code Generation in Large Language Models.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Leveraging Print Debugging to Improve Code Generation in Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.371092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1091c735-c01e-44d1-a378-14ff1c74bc91 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.927955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89601cb5-71c4-4e09-9503-3c4108f05a26 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.914191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9f31bdf-f117-4f9e-a74f-a84b19a0eb23 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.899363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c8f8f68-e5c4-4493-8528-1bc7b6b72735 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.883048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37fce02b-4098-42fe-b7c0-ad7eaf0b0529 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.867932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fb819cc-0dce-4eeb-9506-3aec1c9dc8b2 · outbound

This paper cites Liffiton, Brad E.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Liffiton, Brad E

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:36:52.853109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5772a2ca-1816-44c6-af95-efe0acb772be · outbound

This paper cites Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.402843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042edbb0-2ead-4ade-8f92-fc5c55284b88 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.838610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 46c1e346-e1e6-4247-b6bb-1329768b9ed3 · outbound

This paper cites GPT-4 Technical Report.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints GPT-4 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.412045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff5a62cf-d7eb-42a6-95b3-1146100b7472 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.824281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cdfdf257-4661-4220-a374-f6299a4e2be2 · outbound

This paper cites Large Language Models (GPT) for automating feedback on programming assignments.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Large Language Models (GPT) for automating feedback on programming assignments

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.420882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f4042d3-5c97-4bea-b351-f2704938aac6 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.425515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809274a3-b8c2-4b28-ac47-8608ea918b54 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.800392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e0e23c2-dec7-483a-a249-28d4e9905d36 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.786452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a3189f59-3e67-4196-8561-656b77fdb25f · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.772522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6f2744af-cdeb-4bd2-a552-010e649f7fe6 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.757353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 179432bb-f89a-4e77-8a8a-006555f39173 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.741699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 32b7faab-28db-4ec4-9286-ef23c4fe4cd6 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.726742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 964d55b3-71c0-4fe0-8316-51ea21d00e9c · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.710639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab785ee6-8f27-41e6-9476-f752e76fef15 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.696480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf8de0a1-f3c5-4ef8-9c0c-6b7509dfded5 · outbound

This paper cites Mitchell, and Chris Piech.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Mitchell, and Chris Piech

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:36:52.681621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7902c7ed-4187-4bf0-9635-e7566403fba6 · outbound

This paper cites Chi, Quoc V.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Chi, Quoc V

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.468814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6c7a60f-479b-450b-92cd-41756c457737 · outbound

This paper cites an unresolved cited work.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:36:52.656980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b786fbea-6387-4adc-b8c6-bded9a345792 · outbound

This paper cites Zamfirescu-Pereira, Laryn Qi, Bjorn Hartmann, John DeNero, and Narges Norouzi.

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints Zamfirescu-Pereira, Laryn Qi, Bjorn Hartmann, John DeNero, and Narges Norouzi

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:36:52.641985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5571ef3a-b977-46ba-9ad2-ee7515b5a301 · outbound

This paper cites 61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff. (Now What?).

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints 61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff. (Now What?)

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T16:36:52.481955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9c90de-9f79-4580-8d8c-69a7d69c3e8b · outbound

This paper cites British Journal of Educational Psychology 71 (2001).

Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints British Journal of Educational Psychology 71 (2001)

Reference 2001

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:36:53.010583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.