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Paper Citation Record · LEDGER

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

As of 10 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:c10d8c7d25de5f4894a6ab9471c747d1bdf48c42841e21f1eec3417a9ca205b7

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=sha256:17d62c019f3238a8da1203781fae87536641fa5b0bf4e38130f67c6a33cfd4e1

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:e8a233679ef8ee870a2a945a6182a78119e88ef5b3b5d4053995f2e6a2252380

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=sha256:69cc63822f9f66c48e3f143f3e0592d8eafa3bc491dc60a964d692c0fbcb58e2

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=sha256:564680aa35af3182ad2e185f8d18e00b3397607c6d33b5b377d2bedd8d7680e8

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=sha256:0ffd9d3042effac5c1df6b2e07da0dc11e99c68af2405ab3d0260158cfdd1f8b

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:e20dd2a8769d2c268e0c06da600f6b876394f181a15750a1b24486d8784b3e70

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=sha256:31bdb9237b72c471dbbf08355817fe5523a822932947a8728b6adf37da39b4b6

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=sha256:55385457c0b1be78ef8b75fd474058fd06a812b865d3b5e9cd3a0d0dbe1770a4

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:bd093f10720d35710d6eab1fbb5352e5c5db24a5e47fb06172ec4d25cb22b0ed

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=sha256:1af81ec7152a0a13d68073edebb24f87740c9bc31593d6c7976d302398d0d234

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:f9797939378d4c31936188251c9204cfb6af583da1832dd2881158d67dc6f2b2

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:a6edbb991e0be1be1092dbd3b721d565083c3dc258aaf85684dc90da9b931e5d

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=sha256:6dfcff9c68a072deb50d755982ca43f91c2ced4300729c0ef3468fba2befa444

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=sha256:0a30d337b68395c516e7d69f09b0a8e6d4b160ec28d442632c95ec3c54d8c1c1

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:bcace92aa16edc01ee6e449121d01dad4bd4aa2904ebacc3303d844637a7a32d

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=sha256:7bd80fbb38230df3a82cf2cae0e8e545fc33c45cea7dd0b014d3f1f7d989d2cd

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=sha256:37d806bc207c24af0118485b08095abd679cdde21a4912f6170c03cf9370b506

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=sha256:77babae722ba7bedf94624ef6d9940b10413b2518776d3528ff958b7e89171df

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=sha256:690f926b4fce113ffd55a9c04fe900754380ef7d4daf8faa98d7771581f4669b

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:f3727c778631d72a97356aabd8eebed5a1d3405c54de6467dff6ceebf58093e4

Pith citing papers

No inbound Pith citation observations are available.