Paper Citation Record · LEDGER

Training Continuous Chain of Thought Models: A Tale of Two Regimes

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.16972.

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

pith.paper-citation-record.v1
2607.16972 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:29:07.367105Z

measured 13 of 13 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

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b851a3cb-3a2d-41d8-b615-6bc86ce8ef9e · outbound

This paper cites - Bella bought 18 packs.

Training Continuous Chain of Thought Models: A Tale of Two Regimes - Bella bought 18 packs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.888406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b78e048-4928-4d66-a1b3-2d3cece03fb6 · outbound

This paper cites - Each pack contains 12 chocolates.

Training Continuous Chain of Thought Models: A Tale of Two Regimes - Each pack contains 12 chocolates

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:07.032580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d4fa664-30d1-41f3-b93c-0ca33d96b6ff · outbound

This paper cites an unresolved cited work.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:07.194870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec3a0e3-720a-43fd-b5b6-2ded6d1e9784 · outbound

This paper cites Gozeten, H.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Gozeten, H

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.098797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6670c9c1-3322-4ebf-a17e-ebe8ea495969 · outbound

This paper cites OpenAI o1 System Card.

Training Continuous Chain of Thought Models: A Tale of Two Regimes OpenAI o1 System Card

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.221126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5f227ac-a0bc-4d18-94d9-d25448ecc070 · outbound

This paper cites A Formal Comparison Between Chain of Thought and Latent Thought.

Training Continuous Chain of Thought Models: A Tale of Two Regimes A Formal Comparison Between Chain of Thought and Latent Thought

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.642956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cecb247-74cf-4bb5-b241-e73c77d4faa2 · outbound

This paper cites URL https: //doi.org/10.48550/arXiv.2602.01148.

Training Continuous Chain of Thought Models: A Tale of Two Regimes URL https: //doi.org/10.48550/arXiv.2602.01148

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.764323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1d617ba-6b99-4c2c-a1c8-904bddc669c1 · outbound

This paper cites an unresolved cited work.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Unresolved cited work

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-01T19:29:07.367105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de7e11ce-22d6-48ca-98a7-3ea4928b7b90 · outbound

This paper cites Let's Think Dot by Dot: Hidden Computation in Transformer Language Models.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Let's Think Dot by Dot: Hidden Computation in Transformer Language Models

Reference 168

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.397389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c63b5b3-d32b-45e0-b83b-3aaa520ca245 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:05.826996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f8dfcf1-dcf6-4279-8255-de783b6df36b · outbound

This paper cites Goyal, S., Ji, Z., Rawat, A.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Goyal, S., Ji, Z., Rawat, A

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:05.979073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55da2dc7-d24a-4155-9e37-1b15eb7b814e · outbound

This paper cites Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:05.703210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da12c8d4-1b18-4ab8-9eec-8446ca33a46c · outbound

This paper cites Tang, Y ., Dong, L., Hao, Y ., Dong, Q., Wei, F., and Gu, J.

Training Continuous Chain of Thought Models: A Tale of Two Regimes Tang, Y ., Dong, L., Hao, Y ., Dong, Q., Wei, F., and Gu, J

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T19:29:06.516890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.