Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T13:12:27.279857Z
Paper Citation Record · LEDGER
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories
As of 20 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.22086.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact1
- verified fuzzy5
- unresolved14
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8522e1f7-83b8-4382-8ada-484bc2d8e6fa · outbound
This paper cites GPT-4 Technical Report.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:25.144642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec4ecc15-ae91-4602-96e3-e0e07251f99c · outbound
This paper cites The Llama 3 Herd of Models.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories The Llama 3 Herd of Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:25.587220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2053efd-16bd-41ca-9a2e-829bd07f44ba · outbound
This paper cites J., Bird, C., Barr, E.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories J., Bird, C., Barr, E
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:12:29.306879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 313ae3af-7d69-4a9a-991c-b8d67e535382 · outbound
This paper cites DeepSeek-V3 Technical Report.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories DeepSeek-V3 Technical Report
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:25.896581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d0ffcb1-2cfd-4476-a5c5-b2a92334c48d · outbound
This paper cites an unresolved cited work.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T13:12:28.816108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 62677a37-6445-43a2-a151-546f381c4141 · outbound
This paper cites P., Sabu, S., Wang, J., M.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories P., Sabu, S., Wang, J., M
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:12:28.579917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b9adfcaf-32a1-4c59-8e7d-4503dcc2fa11 · outbound
This paper cites Repotrans- bench: A real-world benchmark for repository-level code translation.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Repotrans- bench: A real-world benchmark for repository-level code translation
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:26.467618Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8addf16b-77ef-4ab1-8250-d51afb7b2ac5 · outbound
This paper cites Qwen2.5 Technical Report.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Qwen2.5 Technical Report
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:26.605674Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d619baaa-5ab7-4ab6-94c7-115876ba40bb · outbound
This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:26.731265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f4ab164-89c7-4161-bd98-8b34d370b2b0 · outbound
This paper cites an unresolved cited work.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T13:12:28.329334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c42e22cd-197f-4ada-9a83-c266a5426851 · outbound
This paper cites The test sets are further split into two test1 and test2 based on the date created to test the data contamination issue.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories The test sets are further split into two test1 and test2 based on the date created to test the data contamination issue
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:12:28.216862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8ceb5ea3-078b-43e0-b82f-5fee4bfd689f · outbound
This paper cites an unresolved cited work.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T13:12:28.100105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ff0cbb13-768b-4a6b-aba0-9004afde136c · outbound
This paper cites an unresolved cited work.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T13:12:28.020057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 02b0cae8-38ac-489e-be96-ef4b0d8276e4 · outbound
This paper cites an unresolved cited work.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T13:12:27.881031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f51def23-a51e-4190-9756-42c279a66d77 · outbound
This paper cites Data Contamination Through the Lens of Time.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Data Contamination Through the Lens of Time
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:26.242662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3b83ac6-b9a9-4554-aea3-49dd60cbc2dc · outbound
This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:25.780029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46b94a5b-c9e8-470f-bb59-88695b3faaf7 · outbound
This paper cites Pyright: Static type checker for python.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Pyright: Static type checker for python
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:12:29.042908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 624e43b7-e775-4632-adfb-fece35d6f95d · outbound
This paper cites APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts
Reference 2021
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T13:12:27.644129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bf30dcd8-a15b-4e87-95b2-92f1631972fc · outbound
This paper cites Evaluating Large Language Models Trained on Code.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Evaluating Large Language Models Trained on Code
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:25.366886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb5268bc-b9bb-43a4-894c-7d6bd9650e62 · outbound
This paper cites Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J.
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:12:29.540548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.