Paper Citation Record · LEDGER

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus

As of 13 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2509.09125.

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

pith.paper-citation-record.v1
2509.09125 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:43:37.012044Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T20:08:38.026352Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T22:15:48.104448Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e823478c-dfa6-45f7-8249-4aa2b6c35d5f · outbound

This paper cites However, when using the gpt-4 model (Table 5), there was some improvement with CoT.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus However, when using the gpt-4 model (Table 5), there was some improvement with CoT

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.668199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20f75fe-eb52-4228-9da3-5f2937e1c095 · outbound

This paper cites Correspondingly, we made changes in system messages for these three situations.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Correspondingly, we made changes in system messages for these three situations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.310733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a9d6c91-1c4b-4b2f-b51f-a6f4f8410717 · outbound

This paper cites Choose ONLY ONE tag from 'Hint' and 'Correction' In Table 1, we illustrated four different system messages for prompting generative AI to classify tutors' DAs.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Choose ONLY ONE tag from 'Hint' and 'Correction' In Table 1, we illustrated four different system messages for prompting generative AI to classify tutors' DAs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.230303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e6039f-8d48-4241-aebe-caf4d280b809 · outbound

This paper cites an unresolved cited work.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.510806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25dfec9a-1f92-42c8-92f3-b9a61073042a · outbound

This paper cites Table 3 - Impact of System Messages on Model Performance Experimental Conditions f1-score Confirmation Correction Hint Question avg.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Table 3 - Impact of System Messages on Model Performance Experimental Conditions f1-score Confirmation Correction Hint Question avg

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.392959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b84d83a4-594b-4359-be39-3f2cfd07d638 · outbound

This paper cites To mitigate these risks, researchers should follow data minimisation principles by collecting only essential personal information.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus To mitigate these risks, researchers should follow data minimisation principles by collecting only essential personal information

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.802106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5bca82-fb50-4a42-ba2a-ed6adc755854 · outbound

This paper cites Training language models to follow instructions with human feedback.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Training language models to follow instructions with human feedback

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:37.012044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0418a2-1203-4d16-bfce-700e94cd819e · outbound

This paper cites the form of utterances), but on why it is said (the function of the utterances).

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus the form of utterances), but on why it is said (the function of the utterances)

Reference 1969

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.057729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ace9ac-c9ca-484a-af22-63f97b2609de · outbound

This paper cites an unresolved cited work.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Unresolved cited work

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:35.966331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d48184e3-db94-48a5-b344-aa2e6244c962 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.891624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81531181-5406-43bd-8010-87e2fd81fbcf · outbound

This paper cites All of these models are designed to help machines translate human language into a format they can understand.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus All of these models are designed to help machines translate human language into a format they can understand

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:36.120919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28bfc05d-9ee3-4851-98c5-e210a59234ec · outbound

This paper cites an unresolved cited work.

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:35.851879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3c0263b5-9db5-4955-bed2-9b06a352885f · inbound

Decoding Student Dialogue: A Multi-Dimensional Comparison and Bias Analysis of Large Language Models as Annotation Tools cites this paper.

Decoding Student Dialogue: A Multi-Dimensional Comparison and Bias Analysis of Large Language Models as Annotation Tools Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:15:48.108745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.