Paper Citation Record · LEDGER

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2506.05386.

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

pith.paper-citation-record.v1
2506.05386 v3

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:21:52.258251Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T01:18:31.661827Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T01:21:58.050978Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0aca59cd-6fb6-49b8-95d3-54fb35065ef9 · outbound

This paper cites Mistral 7B.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Mistral 7B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.580497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e9df1b-8e77-44ac-a1ac-8da2e0968efd · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.605701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf10d73-a3a4-4c1e-adae-f5cebb70f2f1 · outbound

This paper cites In Proceedings of the 2024 Joint In- ternational Conference on Computational Linguis- tics, Language Resources and Evaluation (LREC- COLING 2024), pages 10632–10641.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes In Proceedings of the 2024 Joint In- ternational Conference on Computational Linguis- tics, Language Resources and Evaluation (LREC- COLING 2024), pages 10632–10641

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:21:53.167236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3feab2b4-6cb8-480a-87b5-9fc5b2e49ae8 · outbound

This paper cites ai: An open-source retrieval-augmented large language model system for answering medical questions using scientific litera- ture.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes ai: An open-source retrieval-augmented large language model system for answering medical questions using scientific litera- ture

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:21:53.028546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e0d33a5d-400a-4a8d-946f-b5f21a15400e · outbound

This paper cites https://huggingface.co/prithivMLmods/ Qwen-UMLS-7B-Instruct.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes https://huggingface.co/prithivMLmods/ Qwen-UMLS-7B-Instruct

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:21:52.895549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d9dfae1e-967e-40ac-82d1-c73a362a50e8 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.885327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c831ede9-db1b-40ea-9676-a74c8a7b8536 · outbound

This paper cites ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.985907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eace54d-d595-46f5-8a7f-fd5ac8955a6b · outbound

This paper cites MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:52.031719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c84983-b224-4504-9262-780e73e3f99d · outbound

This paper cites In 2019 IEEE international conference on data mining (ICDM), pages 728–737.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes In 2019 IEEE international conference on data mining (ICDM), pages 728–737

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:21:52.761643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 42007094-4a64-492f-abed-84c355493f7a · outbound

This paper cites HuatuoGPT, towards Taming Language Model to Be a Doctor.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:52.189882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97d02c6b-3287-4ca2-b013-2770d5731334 · outbound

This paper cites Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:52.258251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f55fe2b-1ec4-48f3-a54d-6175a9979542 · outbound

This paper cites Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 1991

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:52.089416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a6846f3-800b-44e4-9419-c3ff1d6f3b2f · outbound

This paper cites Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System

Reference 2016

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T11:21:52.524183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cd6934e1-b772-486e-a90b-5ce017cb8bc4 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.839112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f52b676-c5f4-4405-be4d-6affaf9de1f8 · outbound

This paper cites How Much Can RAG Help the Reasoning of LLM?.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes How Much Can RAG Help the Reasoning of LLM?

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.700097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d57dd9-e079-4f17-aa1c-374227f4645b · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.402532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bbe3ca6-2622-46b5-ac86-2fd9be2cbb99 · outbound

This paper cites In AAAI 2024 Spring Symposium on Clinical Foundation Models.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes In AAAI 2024 Spring Symposium on Clinical Foundation Models

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:21:53.278147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a593f82-259c-439f-b285-81585bc6598f · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:51.520649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ce5a532b-7d6e-4dac-b3b7-b17874660322 · inbound

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens cites this paper.

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T01:21:58.053599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.