Paper Citation Record · LEDGER

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.19371.

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

pith.paper-citation-record.v1
2607.19371 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:19:12.151871Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7631f48f-e97e-4117-8783-e227f97970a2 · outbound

This paper cites Even if the student is close, lead them to discover it themselves.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Even if the student is close, lead them to discover it themselves

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.574020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8dfb08-acd7-489b-a38f-b77c1299d724 · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.650390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60188428-5913-4362-8052-e1d8e98ca25c · outbound

This paper cites proj” as “pj.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment proj” as “pj

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.505671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5b71c5-8654-4441-bddc-007e28231448 · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.826263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a747786a-5594-49d9-9c0b-2e876f47ac9b · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.897544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b3fc088-e79d-4625-97e4-591feafd6d48 · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.786590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ba54fb2-a98c-429d-9ac1-e3558e3007c2 · outbound

This paper cites NEVER paste it verbatim, paraphrase the final result, or state any final answer value.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment NEVER paste it verbatim, paraphrase the final result, or state any final answer value

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.044741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa6cc67-ca65-4037-a5cb-e31447832c22 · outbound

This paper cites rewritten_tutor_turns.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment rewritten_tutor_turns

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.167831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f76493-9689-4e88-85ef-e24676eeff2a · outbound

This paper cites No lectures.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment No lectures

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.996321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2693c581-ba15-4922-9917-1cbb3ee12a99 · outbound

This paper cites Pick ONE and STICK with it; vary wording/intensity each round but NEVER switch the strategy type.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Pick ONE and STICK with it; vary wording/intensity each round but NEVER switch the strategy type

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.236923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1627a81-2e99-40b2-b206-fbf5f82cdc0c · outbound

This paper cites Produce it even if the dialogue would naturally resolve; escalate the attack pre-emptively if needed.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Produce it even if the dialogue would naturally resolve; escalate the attack pre-emptively if needed

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.334511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829e0161-4e15-4351-9031-ecd29c291040 · outbound

This paper cites Generate so that:.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Generate so that:

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.476299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2d2c20-8aa4-42bd-8b0c-21b01b728972 · outbound

This paper cites The tutor’s i-th utterance is turn_id 2(i-1); student’s is 2(i-1)+1.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment The tutor’s i-th utterance is turn_id 2(i-1); student’s is 2(i-1)+1

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.586940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b827108-a53a-4208-882c-e972822b5ae5 · outbound

This paper cites (SPECIAL CASE tau=1: no pre-collapse turns; dialogue begins with the collapsed tutor utterance at turn_id 0.).

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment (SPECIAL CASE tau=1: no pre-collapse turns; dialogue begins with the collapsed tutor utterance at turn_id 0.)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.669035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a54f1f9c-bf0a-4d72-808f-66a5336722f5 · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.741125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bfe36fd-a438-4037-827e-c74430d8cc40 · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:11.948199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cde6e08-d5bd-4b76-b87f-b6f1593d34ec · outbound

This paper cites an unresolved cited work.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:12.033828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dd13f20-e119-4e6a-9dea-8b75c2f5984d · outbound

This paper cites trajectory.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment trajectory

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:12.151871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d1cc64-68b6-4ada-9ef8-60f9fbf9e2ac · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Representation Engineering: A Top-Down Approach to AI Transparency

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-02T11:19:10.437113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa450c97-85fc-43ea-8c02-e5773008564f · outbound

This paper cites Language Models as Science Tutors.

Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment Language Models as Science Tutors

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T11:19:10.378389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.