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Paper Citation Record · LEDGER

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2406.12066.

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

pith.paper-citation-record.v1
2406.12066 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:52:15.678133Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:52:17.312900Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ff7d0451-dc62-4404-a5d4-9158b7c11cdc · inbound

Towards medical AI misalignment: a preliminary study cites this paper.

Towards medical AI misalignment: a preliminary study Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:52:17.372837Z

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.

source=pdf_text observed=2026-08-07T14:52:15.678133Z digest=sha256:11a69e93b99a40f93cb1d33d06161cf0a2d2fd506858f1bcf3158deb96d5f2ac

Observation 17d0b253-d3ad-4e5a-b560-e53b2b545bf9 · inbound

Testing for LLM response differences: the case of a composite null consisting of semantically irrelevant query perturbations cites this paper.

Testing for LLM response differences: the case of a composite null consisting of semantically irrelevant query perturbations Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T17:26:38.309880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:26:38.309880Z digest=sha256:05fac29fdd1d024d3318912d8640b1ce452de12a19736cbc4b5ff61728310b09

Observation 31d013b3-2e63-41b4-be19-fe29e26381a2 · inbound

Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation cites this paper.

Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-13T03:42:52.628930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T03:42:52.628930Z digest=sha256:4b871bff0d4dbf03c1a3f040c25d555018d9278b7687b80b467d142513311289