Paper Citation Record · LEDGER

Building Models of Neurological Language

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.06208.

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

pith.paper-citation-record.v1
2506.06208 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:02:50.770126Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy12
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5212b4f4-7489-4f4a-b641-13e4555269cd · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.165028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c01bddcc-e71c-40ef-8402-31c0142065cc · outbound

This paper cites Arguably, the only way to break this deadlock is with a machine model grounded in logical grammar.

Building Models of Neurological Language Arguably, the only way to break this deadlock is with a machine model grounded in logical grammar

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:51.151109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e286f434-93c9-47dc-9084-2fd77b47fc2a · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.136945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5bc1a1b0-3384-45f2-88dc-1a0c79f95af8 · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.123426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5420585-79a3-4bc9-8c0f-e7a059410f39 · outbound

This paper cites Extract all mentions of tremor onset and progression from this set of clinic letters,.

Building Models of Neurological Language Extract all mentions of tremor onset and progression from this set of clinic letters,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:51.109825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e620f9e0-332e-402c-b8df-42f8616029df · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.095159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df7612a0-35b1-4ed0-b512-a52b1c1702e3 · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.081440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c03bc588-08f0-45f1-8c48-68360068bd4e · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.067699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd9a7cc4-f19e-4dcb-9fad-b800551a6df5 · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.053857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84126b6f-075f-4287-b5fd-f97585530bd1 · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:51.039801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d8b86a50-ca71-424e-9cc5-aee76ac1a732 · outbound

This paper cites medical copilots.

Building Models of Neurological Language medical copilots

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:51.025175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0cd87f68-288e-40be-acbf-14c884326d4b · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:50.981860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a43a56fb-79da-45e8-a9a5-e523beefeafe · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:50.967979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83ad1214-f271-47fe-b117-9ad77bf99fb8 · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:50.953643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5eff58a-ae1c-498e-9373-68679faf28c5 · outbound

This paper cites This architecture supports rapid iteration and deployment of LLMs in sensitive medical contexts.

Building Models of Neurological Language This architecture supports rapid iteration and deployment of LLMs in sensitive medical contexts

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.939838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0265eee-6fe4-4e35-9a88-dcec976d2f01 · outbound

This paper cites – Preprocessing steps (GROBID version, TEI-to-JSON conversion parameters).

Building Models of Neurological Language – Preprocessing steps (GROBID version, TEI-to-JSON conversion parameters)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.910543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71b20778-a653-4641-b87c-8ed0e38cb25f · outbound

This paper cites • Log every inference transaction with anonymised input metadata and output summaries; store logs for at least two years to support retrospective analysis.

Building Models of Neurological Language • Log every inference transaction with anonymised input metadata and output summaries; store logs for at least two years to support retrospective analysis

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.895242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 534829c4-d00c-4b0a-875c-f68ead5209f3 · outbound

This paper cites explanation mode.

Building Models of Neurological Language explanation mode

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.880834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab85860a-4281-4a68-ab2c-c8b57837eeb1 · outbound

This paper cites phi-4-multimodal) to jointly process radiological images and text, enabling richer phenotypic representations.

Building Models of Neurological Language phi-4-multimodal) to jointly process radiological images and text, enabling richer phenotypic representations

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.866897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1806674-c1e9-4bd3-9994-3e1d7e446f91 · outbound

This paper cites an unresolved cited work.

Building Models of Neurological Language Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:02:50.852699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6bc11e7-4aa6-473e-bacd-5989abadde22 · outbound

This paper cites Shiny apps or web dashboards) enabling neurologists to query the ontology graph, refine MWE thresholds, and inspect RAG provenance in real-time.

Building Models of Neurological Language Shiny apps or web dashboards) enabling neurologists to query the ontology graph, refine MWE thresholds, and inspect RAG provenance in real-time

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.837854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9a516aa-5501-401d-8ea9-16c1434e03fc · outbound

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

Building Models of Neurological Language MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T06:02:50.765257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1518054c-2f2b-4c63-948b-e61629a965a8 · outbound

This paper cites inflammation.

Building Models of Neurological Language inflammation

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.925722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8c22d2d-fa11-4a16-8055-aa418568f32e · outbound

This paper cites stroke”, “dementia.

Building Models of Neurological Language stroke”, “dementia

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:51.011186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c83bd127-0c5c-488a-9702-53e4e011e81f · outbound

This paper cites GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records.

Building Models of Neurological Language GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T06:02:50.770126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 645aae5f-b98f-4507-8dde-66171674f983 · outbound

This paper cites User interface dashboards have also been built alongside Neuradicon as a back end; this neurodash software is also available open-source (also linked in Section 10).

Building Models of Neurological Language User interface dashboards have also been built alongside Neuradicon as a back end; this neurodash software is also available open-source (also linked in Section 10)

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:02:50.996204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.