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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.156210Z digest=sha256:11a641d60b345f191b0ab7757dec308d789e2b2393e3255dedee7a4f0ab9e22e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.160064Z digest=sha256:81e5f60c0f34c007729cd086991cc94ba570642ecf8b14d56533d6632bd5e2e1

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:fe50fd6af6d856792e26ba80afaf8816b5ecc79e0dc0f3d8b26c51aa18641980

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.166467Z digest=sha256:98c611774352421623c6de2202d631673459a79eaadff859b3e6d99ba7f9c38e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.169556Z digest=sha256:f133bc5544de965d3c38e700cfd6b74c6a76527bbc27c235fbe54d462cf6ffa7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.172756Z digest=sha256:c64f3bd3b40309aaa5b28f48cf8dea929bc7e297a1f94641dd4dea3ee1562486

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.163190Z digest=sha256:66036c4b0e58ae836e664d65858ce89a4bd5e854d13c3d0ea781775f7ed1230e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.176581Z digest=sha256:663f06752f8f9f0bb5c8fbcbdf79770408007f46024d2dbae79cf97c1404e09d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.180046Z digest=sha256:df39f5b64762a3ae4c7cb4dd2f0571a465a4d5526398d1de8a29ad65eec9735d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.183125Z digest=sha256:b27c9c97f1846f5d122c5a5c43b328c86119e57bd581761751bd6253d3018b97

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.186091Z digest=sha256:183a451be06da272f242b648a40f77a0af630515f3bebb5d89b3ee006ddd02c9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.189027Z digest=sha256:1060981098f0b97aab9771279398349e97da7ec8c46059dc0deab2883aa9c5b7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.191929Z digest=sha256:759c927b03889762ec1db4bd985898960120dca75a6a1e22948c0fb3d7026695

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.194808Z digest=sha256:002b47482720a92c70e5f99536ad10dab46e1c77cfbba44fb639143e08d38e4f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.198525Z digest=sha256:22c350573e15a512ddf5840cb022b99ddf1638fb23c8a747975e71f418509f2e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.201398Z digest=sha256:36550a21f941a5d51395073e189fec3d55111b5f7f544094f23d06938abec81d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.205025Z digest=sha256:a627cf6448e04c388ce000e5b70895e7e9755498671527dc8b7e574148fb3741

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T00:11:22.135013Z digest=sha256:595953dc863cc414c60a005c2ad03280a0d90615fcd143e6455220613c194558

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:f384ddba554724775302f48b020796103848386458e46cd0bf64e62de4b0d6fd

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:f722ae648c2fe6f4973bde32ec1f3329a78e83af39cf65b4ae890e1f9fbeea86

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:f8213b3834a6067a3065e24ade32417fdfc2600019f7c887348e71f8ac254c41

Pith citing papers

No inbound Pith citation observations are available.