Paper Citation Record · LEDGER

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse

As of 23 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.13395.

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

pith.paper-citation-record.v1
2412.13395 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:14:27.714327Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

45 of 45 outbound references displayed

verified exact1
verified fuzzy1
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd081fda-602e-4177-a2e5-ab0297c5ed5f · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.509117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db77c821-ea85-4a37-91dd-584fd93b1805 · outbound

This paper cites King, Margaret Perkoff, Shiran Dudy, Jie Cao, Marie Grace, Natalia Wojarnik, Ganesh Ananya, James Martin, Martha Palmer, Marilyn Walker, and Jeffrey Flanigan.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse King, Margaret Perkoff, Shiran Dudy, Jie Cao, Marie Grace, Natalia Wojarnik, Ganesh Ananya, James Martin, Martha Palmer, Marilyn Walker, and Jeffrey Flanigan

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:14:28.518931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ddaa4a9d-aeb5-4ba2-a0de-f4019edb3912 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.503456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7cb7cfa9-34d7-4b98-8fd0-244088fb13a5 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.488190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a251cb2-d744-48f0-9e2e-cf24fa16501c · outbound

This paper cites Le, and Christopher D.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Le, and Christopher D

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.530110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57d6d28-a850-4374-a452-d3577d27d5b9 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.464123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 79f48982-0ae1-45a1-a400-090e57591ad4 · outbound

This paper cites The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.540974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4321dbd8-7d4c-439d-87a8-636514395421 · outbound

This paper cites Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:14:28.004333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation efd2badb-4456-4588-8628-e68c4a062f27 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.550675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bb6d839-f1d2-4bd6-a413-cb0f7adce2bd · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.440976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b55e1bf5-9c40-4e60-94d1-fbc3612ddc37 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.425514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7851936e-ec90-40b1-a1c9-05009f3e8d1f · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.564272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d217ac1d-6a44-4ca6-8445-5a01aba96c37 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.411492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 66f4053c-38ad-4ca6-a4ee-d78ef0686965 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.397328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 935daf02-fa82-4fec-bfdf-dfe7af5734c9 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.382865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 71030e96-5962-4955-af73-3f5932c3419c · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.368414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4bdb2ea6-bf89-4e60-bd1b-2ec2d972d5dd · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.586673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea2b53ca-3264-48a0-9f9b-8f82f8f8684a · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.345293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72c92395-040e-470f-94e3-5e5cb05f20b8 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.595609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5667ca3-1173-4711-a74f-0e96ec985bc0 · outbound

This paper cites MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.600823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf189e9-f692-4e2a-af18-7db46652ff4c · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.605673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950a5933-4f10-482a-a053-89f65ba46a28 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.322018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cfd3b2f7-6fcb-43bb-a3ff-02583c62f6e9 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.307088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6384fe46-8cb0-4f90-bfb3-3232ea084ea3 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.619498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc83326f-79c3-4c95-b506-40abaa7ebccc · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.293152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72eb13d9-4298-4ca2-b001-0bb4d2227787 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.278364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4db9bc2e-6bc3-4288-adfa-eeb7f570d44e · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.264236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 428479c3-0063-4329-be9e-6474c2c77b17 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.250660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1f2d7af9-9d44-408a-a03b-68ee05e78ab3 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.236608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 05ee1f98-1ef7-4596-8823-bd28c00cb77f · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.221917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3676d4cd-5f03-4c56-98b4-3bbe39f1f17b · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.205741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5395a8ce-1469-474f-a34d-7a1dece03627 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.190239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 51c51159-0537-40d7-ace2-36f70c3ec70a · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.176596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 90062485-4731-4fe7-9356-eb39273eda2a · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.664177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 843fa3a5-4a2e-443c-9615-e8b8b114056c · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.163343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d864d9f6-b26a-4795-93e6-df801d0e246f · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.148174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a878112-4e61-412e-bf11-6f07230e4ca1 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.677361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4f50566-99bc-4be1-b5af-88c97b53bed8 · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.682418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5fe9ad-1074-4311-9b68-d879855e177e · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.113024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 034f9470-7ff0-4c1a-b964-00b5d9ac32b7 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.097548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f7b6b6c8-28ca-4b5f-922e-45335ea5b83e · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.082775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7afc7f78-f6e9-4346-b0da-7181e8a7c160 · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.068045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 182991fd-7744-4201-9589-fe8ac5d9a14d · outbound

This paper cites an unresolved cited work.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:14:28.054033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 22b3eb06-4cd7-45df-a26b-be900da9f93b · outbound

This paper cites online" 'onlinestring :=.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse online" 'onlinestring :=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.709382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62796c1-1607-4747-88ca-bdd081001b57 · outbound

This paper cites write newline.

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T13:14:27.714327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.