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Paper Citation Record · LEDGER

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2502.03945.

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

pith.paper-citation-record.v1
2502.03945 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:11:22.205025Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 89ec784b-e09c-48e7-879d-cd1c44d3f0e4 · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.408329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.156210Z digest=sha256:46f6894b27edac6765ce8f0ec2ee3bb0b5526f6236b108eb94db2689ecba6fdf

Observation 60c99841-18fa-4168-9057-e39a1a38c907 · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.400509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.160064Z digest=sha256:b94a1365d2e27384856c17fc5f73b520b7f831439668c9dbb79fd9df41227563

Observation 37321e78-07df-4bea-a51a-676e26e588b8 · outbound

This paper cites 1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond 1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-09T00:11:22.143219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:11:22.143219Z digest=sha256:c5355d49640b0f8f7e2ac0c355840a87a7f5d0b438f0abdd7e682c59df2a250c

Observation e4bc2aee-f47c-47f1-9742-c31dbbcec7d0 · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.383796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.166467Z digest=sha256:7cf4dd07a14f8ca7ff99c3e6328d3bdc29160fd1efe61ab28f57c11b31a67813

Observation 3961e485-b797-422d-ac38-8cb3c7b817eb · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.375719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.169556Z digest=sha256:1b8716096c252b81622e210971e940327f5919c5f0619e50d8ff6d67e3176b2d

Observation 08997c86-54ac-40b0-9b04-e54d37912430 · outbound

This paper cites C Evaluation Metric for the LLM Evaluator In the LLM evaluation prompt (see Section B), each criterion has a maximum score of 5 points.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond C Evaluation Metric for the LLM Evaluator In the LLM evaluation prompt (see Section B), each criterion has a maximum score of 5 points

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:11:22.367495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.172756Z digest=sha256:cf704a4cc368afbc0a1e07e7aa165ed1c9d3e90b1e13fbfb5f4c2437c30fda89

Observation b93ae856-2b51-4e44-8f21-4485545083dc · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.391652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.163190Z digest=sha256:8adba58151d999290bb3493aeb6ab77245cd947d1692632297f6d6338c65bb7e

Observation 88f7a1a4-6d5a-41a7-9d61-a7056955c98e · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.358946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.176581Z digest=sha256:a94371a8914ab48b11520794045d7d4bffb52766c8114fbe9dbecc9875e47273

Observation cde87260-cf1f-4538-8d24-1a7e7b8da8c9 · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.350460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.180046Z digest=sha256:5a0258674b092d2f04d14b2cb4c378d2efcd3b96389b11cb8206ea12e1bb8b5f

Observation 5b601abd-f3a3-4f75-9208-dca47ed7ab80 · outbound

This paper cites 13 LLM as a Judge Prompt Template You are a medical expert.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond 13 LLM as a Judge Prompt Template You are a medical expert

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:11:22.342117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.183125Z digest=sha256:89641f3f6b9df1d2b96b013c1d7128da4ba0c5e1aae15324bff72880e831c532

Observation 5dc70df7-00e6-4e40-93f2-5fb6e7b0156f · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.333463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.186091Z digest=sha256:30b592b424cef6a165e860178f38eab0f717eba6de755f75ca448dad85db768e

Observation ecd01d7c-16e7-413a-9472-5d636979eb9d · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.324814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.189027Z digest=sha256:733cd73c459de76d85bb93a07ed15fea5287b5591d8be90f4055db86bece33c8

Observation f02d8fda-dc2f-46c7-9433-f199d4b568d0 · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.314026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.191929Z digest=sha256:1fee250b779373dc9f923fd85cae4651844cb52c1314c836db26039ce74ef8b1

Observation e3648081-63fe-48a6-a02d-aa021569834c · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.305412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.194808Z digest=sha256:45c3810dc218ccb508c20f74624d0cfea2e833348bd5c93a5d0a676404e5d6ba

Observation 1838458b-f41c-40b5-9ec6-33270706388d · outbound

This paper cites an unresolved cited work.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:11:22.295690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.198525Z digest=sha256:27838ec78c72e343f8f8ac4c4f20227f138eedbb46ab2e9ca74d92a85aabcff2

Observation 771fb850-1f42-445f-bf9c-9e3c569b53d7 · outbound

This paper cites Criterion 1.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Criterion 1

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:11:22.286606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.201398Z digest=sha256:8556e999d9cfeda6f350c087bc3c4e52f87efa49ec3ddb1c4439f7b4e3f7f9c5

Observation a12a0b81-2b76-4ece-ac62-321aaf1a4296 · outbound

This paper cites No" overlaps with Speaker 1’s utterance starting with.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond No" overlaps with Speaker 1’s utterance starting with

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:11:22.277637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.205025Z digest=sha256:dbe5ec2a31db082841735f3752dd58f66bfd7401c9176fcd0dfe6ce0a449570d

Observation 65a11e24-2918-4c42-b204-593a342e7ab1 · outbound

This paper cites What We Know So Far: Artificial Intelligence in African Healthcare.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond What We Know So Far: Artificial Intelligence in African Healthcare

Reference 2020

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T00:11:22.268007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T00:11:22.135013Z digest=sha256:294ec8634eb7f2dd84f5670fc836bef3b37906271af45f82a67f8b53793361ce

Observation 81507dd3-4ffe-443c-93c0-6f6439850194 · outbound

This paper cites Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-09T00:11:22.151871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:11:22.151871Z digest=sha256:7ae5eca4ac26ac421a2ce5a06c92aaed2a0055477ae08cc848ff7fd5eb7c65d6

Observation a4d3f135-a861-4529-9133-fe7684fa6701 · outbound

This paper cites PriMock57: A Dataset Of Primary Care Mock Consultations.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond PriMock57: A Dataset Of Primary Care Mock Consultations

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-09T00:11:22.139469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:11:22.139469Z digest=sha256:f2b8869790e9805dde8d209c80c42239b9c2d5196505bc4028f2772abf692c0a

Observation 7f4a8831-e226-4883-9eea-eca044a83a78 · outbound

This paper cites EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.

Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-09T00:11:22.147701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:11:22.147701Z digest=sha256:742f2b8001385b23914a6fd5722faa2d84574589a3661e44d903ff8739de9cc6

Pith citing papers

No inbound Pith citation observations are available.