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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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.156210Z digest=sha256:f620d0ec1263f5d09e1ac553d24a4f559b12b7c39db789d03e5777021ed0b433

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.160064Z digest=sha256:bc4b4a3e7dd93ab8ff9ee1414073c52a458cdcc3e331823368c49662cfea430c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.166467Z digest=sha256:417ad21c0c91f6bb9799000641770d45026758e35438117ea243e6bcd1d05d85

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.169556Z digest=sha256:aa23f64d888b1dace211085e26998998e7be1ef8e966ecfd7e48d8c3aa62eac5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.172756Z digest=sha256:b40fd4797bf9f518a5d7a00b54602eae6b8f920d2cd945ab54fa5d6fcb795dcd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.163190Z digest=sha256:986cdec7ea6672ec7845e449b2ee235ec54298d7d907d5ac4f6043392a22957f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.176581Z digest=sha256:2e9c4114d4cf171d7f6723c22587f51698999b19e34b5f05d7d4984e8c00d373

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.180046Z digest=sha256:5050093656ee02f302c025b02ca6facc8ec4b7c5ec95bd4f7b916c68393c7c55

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.183125Z digest=sha256:82e9b78c198e12a53cc551c33f2fcea6797300a9b8138ba32555fe430a2cf5f1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.186091Z digest=sha256:69fbf1aaef54f44276b9e8203f5f016f9831c30218ebb9d000b8693b89acf447

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.189027Z digest=sha256:13cdba4187335b1e0aca64edb594c1d6a4517570d8c5d2f6ae855e8275ddedc0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.191929Z digest=sha256:e83d0abf3e62eccdc641df6d552afca8d394b37b123b88928a97a4ef7a22a1e2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.194808Z digest=sha256:9742307f226b02dd9e6862fab63f93a9ba8a78544dd94b358c7ed36e2bcffea5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.198525Z digest=sha256:a1f25da0614fc79fffa58d389a64adeb1f4fbb9ec944714f1af044a3f06f59bf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.201398Z digest=sha256:fa0149661138378e47f3f599a4fdbeb5b1abc5bb4dd3827a1d08a66a30e6aa9b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.205025Z digest=sha256:060fcce6d7173386bc235eedf1b4046e501c718bd944091005f46383cb898de5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T00:11:22.135013Z digest=sha256:ddf6789b22237f642ed5da3ed53c1f3d4eafb96c214a21758abca8ab81825cdf

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.