Pith. sign in

Paper Citation Record · LEDGER

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench

As of 23 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2608.12138.

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

pith.paper-citation-record.v1
2608.12138 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:18:29.558581Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

8 of 8 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f2612a8-be1a-48ff-963e-af29cf231915 · outbound

This paper cites an unresolved cited work.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:29.362002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:29.362002Z digest=sha256:5f4f4204b011a58dc25bc975dd70aea4b5ff46e8f2efadeb6f85c8e5641c3e88

Observation ce3329d1-189d-4bde-9a5f-47e7a34f90b0 · outbound

This paper cites an unresolved cited work.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-16T00:18:29.913007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T00:18:29.426890Z digest=sha256:e1a9d20fbcfb308180d88f1eb9c6124eea1dd1bd0f198fb85d9f027129336372

Observation e6a554aa-b876-4f30-96ee-3185caf1012e · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:29.462975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:29.462975Z digest=sha256:2c377299bb5465b695fa2f10ae3f56bdcb83dcf9bcbb7f0711ae410cafda0b2e

Observation 8e2d459a-94e8-4c2f-a5c5-d42c7c52b307 · outbound

This paper cites & Liu, S.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench & Liu, S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:30.136044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T00:18:29.469936Z digest=sha256:90cf355bb63d4a0745a8cf8bd984394294cd5dd2806ebbecb6f20ea3b91e278f

Observation efd32c6f-4674-408a-bf7d-1ab17eb0abe8 · outbound

This paper cites an unresolved cited work.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:29.476747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:29.476747Z digest=sha256:c8b34f34f13f08b99a220d5e296cb40a4079f395430dfb052c88dc6d5c8d02ed

Observation dbffbc03-b33b-4037-8420-c10e3dec79ad · outbound

This paper cites an unresolved cited work.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:29.482926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:29.482926Z digest=sha256:be79b2c756364d02e9d87862457edaa99081a65c4470194e4abf71cdd7176053

Observation 92941e05-bfd1-4aec-8e94-e254c4692e10 · outbound

This paper cites an unresolved cited work.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-16T00:18:29.746958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T00:18:29.489073Z digest=sha256:fe408e0beb9863d4a502117fd9ed03270c571689b05c7964875017c73e604aba

Observation d096f11b-784b-4e1a-8d51-5f5ef1c1079f · outbound

This paper cites The Last Mile: Where Artificial Intelligence Meets Reality.

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench The Last Mile: Where Artificial Intelligence Meets Reality

Reference 10

Resolution
malformed identifier
no resolver link, observed 2026-08-16T00:18:29.558581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:29.558581Z digest=sha256:49a504903a73ab3edc002dc1554a10e7c299e773cdc9260976ac7933f65583a4

Pith citing papers

No inbound Pith citation observations are available.