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Paper Citation Record · LEDGER

MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs

As of 5 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2512.20822.

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

pith.paper-citation-record.v1
2512.20822 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T20:01:08.666313Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:44:43.486727Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9276f8ba-f924-4766-ae14-5df3013d8e1e · outbound

This paper cites Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.

MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-16T20:01:13.167182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-16T20:01:08.666313Z digest=sha256:cd9f29e2f7f3438d6de74a719d233777726b03a23cd6043f877c611560072632

Observation 498caf54-0b92-44e6-a7e9-901a2f746996 · outbound

This paper cites Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding.

MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-16T20:01:13.171786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-16T20:01:08.666313Z digest=sha256:ee5cc5a5d539200d536ded90e04a8b98c0374eb65f8147956c5e0240e50bbd6f

Observation 55dcd125-6336-42cd-a854-9d0398384a53 · outbound

This paper cites Qwen3 Technical Report.

MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs Qwen3 Technical Report

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-05-16T20:01:13.162127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-16T20:01:08.666313Z digest=sha256:0d85ca6c569629572d650c995f279d6209cc87d1947545ee4d5cb3e5befe12c7

Pith citing papers

Observation c91d4b2c-2cf0-42d7-a563-9139c1770aa5 · inbound

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories cites this paper.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-02T23:44:43.486727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:44:43.486727Z digest=sha256:7f1245e45159604944c604085025e56e151bbdd5e40d6756880fc69f6e98a951