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Paper Citation Record · LEDGER

What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2410.08105.

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

pith.paper-citation-record.v1
2410.08105 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:29:11.225870Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T11:05:42.238210Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ea63c9ff-5161-465b-841f-43870f4dff29 · inbound

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems cites this paper.

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T15:29:11.225870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:29:11.225870Z digest=sha256:ed9e19ab32dcc4307bfd285e2c695fdbac0efebdd7b520efe402a851ebe164f1

Observation 043e0442-330f-47a7-a69d-40cc69fcc8d8 · inbound

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers cites this paper.

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T14:05:20.181133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:05:20.181133Z digest=sha256:d831013a02c05044242a3239423f36314c5e7a098f7071f9ce5f71ae49f06524

Observation a0928f38-353a-4b71-8a19-18a992e98ea6 · inbound

PBE Meets LLM: When Few Examples Aren't Few-Shot Enough cites this paper.

PBE Meets LLM: When Few Examples Aren't Few-Shot Enough What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T19:32:11.033980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:32:11.033980Z digest=sha256:081bace7c4ba36dee68cb0029eba3d2ef5a3e1fca1c070377abfc4b9291cf5ba

Observation 5bd1a8ea-c079-4975-9f12-b3db1ff86f95 · inbound

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny cites this paper.

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-06T15:20:17.726515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:20:17.726515Z digest=sha256:5c7d3316e7313980089e1f7fb2c4e7dcfde9d7c99ba3cba389d8bc114cb6a07e

Observation 4653598c-5d78-427d-b1c8-32107db15ec9 · inbound

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs cites this paper.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.842902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.842902Z digest=sha256:959f3378dff05758a3a515aff496e9d3c1a94a27e17cc4f082b47f4cbdba0e9e

Observation 3e7c7666-4e82-4b45-b29b-0b4165eb7439 · inbound

Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs cites this paper.

Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T22:09:46.379986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T22:09:46.379986Z digest=sha256:56811ee994b9197c1e0b8e56c47c720dfad4e12df7ec320e41cb21387135c035

Observation c0b2d45a-02aa-4092-a038-aae3b83e711d · inbound

Falsification, Not Exposure: An Internally Preregistered Placebo-Controlled Decomposition of Self-Repair Feedback in Frozen Small Code Models cites this paper.

Falsification, Not Exposure: An Internally Preregistered Placebo-Controlled Decomposition of Self-Repair Feedback in Frozen Small Code Models What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-07-01T11:05:42.239510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-07-01T04:44:56.520156Z digest=sha256:67d37f7e5b9007e4a4325ab39f3c737c12475726c7f3feece0c70d3e6872ac0a