Paper Citation Record · LEDGER

OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2504.04030.

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

pith.paper-citation-record.v1
2504.04030 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:18:25.994910Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5114ecfe-fb52-4e44-8466-be759840ff37 · inbound

AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators cites this paper.

AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:25.994910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa35bcd-0c52-41a8-85fa-08b8d0f41694 · inbound

NVIDIA Nemotron 3: Efficient and Open Intelligence cites this paper.

NVIDIA Nemotron 3: Efficient and Open Intelligence OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 146

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:40:42.670697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c8316051-861b-4dcf-a6c8-52b676137502 · inbound

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data cites this paper.

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T08:15:12.744350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa6aefeb-02bf-462d-9177-0c714affd228 · inbound

Robust Policy Optimization to Prevent Catastrophic Forgetting cites this paper.

Robust Policy Optimization to Prevent Catastrophic Forgetting OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:37:24.407770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1b03bbc1-ba20-4d30-b821-32e88e5efb3d · inbound

Yet Even Less Is Even Better For Agentic, Reasoning, and Coding LLMs cites this paper.

Yet Even Less Is Even Better For Agentic, Reasoning, and Coding LLMs OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:38:22.655467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c3373941-bd2d-4ad9-910b-324dc696c669 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:41:04.786360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f9d0ae2f-014c-4052-8f73-2f37f5475b6e · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:47:40.144387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 38fc9fbf-4a98-466c-8ec7-f2325af5656c · inbound

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation cites this paper.

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:05:53.589428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50a37ed7-eed9-421c-861d-4b004b9c2bc6 · inbound

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation cites this paper.

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:31:25.025236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f5bc92ad-ee08-4f21-9546-ef67792c1d72 · inbound

Subjective Code Preferences in Experts and Large Language Models cites this paper.

Subjective Code Preferences in Experts and Large Language Models OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T23:24:01.795920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation db3acef2-28ee-4e85-939f-981f5c37e986 · inbound

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees cites this paper.

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:27:31.726851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d35718cc-4719-4ccb-88b9-3b7cd3862511 · inbound

Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code cites this paper.

Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:58:06.215545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f294068d-c7d5-4bac-8940-64061ec80329 · inbound

CODEBLOCK: Learning to Supervise Code at the Right Granularity cites this paper.

CODEBLOCK: Learning to Supervise Code at the Right Granularity OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:17:45.490427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 21429693-07b6-4bb0-8fa8-601b497a6285 · inbound

Self-CTRL: Self-Consistency Training with Reinforcement Learning cites this paper.

Self-CTRL: Self-Consistency Training with Reinforcement Learning OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:08:56.021233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4f2cd127-bba2-4ff2-9545-9c174dd75a88 · inbound

Masked Language Flow Models cites this paper.

Masked Language Flow Models OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:06:02.657077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation eeb760af-1fa6-4b34-b7bd-508008d233cf · inbound

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation cites this paper.

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:34:26.753153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ea2e034-07cd-4d37-b120-681d3dd472aa · inbound

AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters cites this paper.

AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T13:10:37.439253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3763eb7-31d1-48d1-a294-64f0373fbae2 · inbound

AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding cites this paper.

AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:22:12.369265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.