Paper Citation Record · LEDGER

Real-World En Call Center Transcripts Dataset with PII Redaction

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2507.02958.

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

pith.paper-citation-record.v1
2507.02958 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:44:02.826664Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T02:37:21.947280Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T18:05:58.922701Z

Reference resolution

26 of 26 outbound references displayed

verified exact6
verified fuzzy12
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d01f3067-a913-4511-9ead-96c8e913bbdb · outbound

This paper cites AI systems such as Large Language Models (LLMs) benefit significantly from training on specialized domain-specific data [4].

Real-World En Call Center Transcripts Dataset with PII Redaction AI systems such as Large Language Models (LLMs) benefit significantly from training on specialized domain-specific data [4]

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:07.628320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62dd7d78-eba4-46b9-9c5f-a416260af545 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:44:07.394519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 967b0020-b1b7-48db-8284-b6382ed74c86 · outbound

This paper cites LibriSpeech [5] provides audiobooks with aligned transcripts and remains a foundational dataset.

Real-World En Call Center Transcripts Dataset with PII Redaction LibriSpeech [5] provides audiobooks with aligned transcripts and remains a foundational dataset

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:07.178014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a93d138-f1dd-4ede-9fae-a276894c7543 · outbound

This paper cites These partnerships were originally established for commercial data collection purposes, with the dataset subsequently being released for academic research.

Real-World En Call Center Transcripts Dataset with PII Redaction These partnerships were originally established for commercial data collection purposes, with the dataset subsequently being released for academic research

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:06.994611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 802b1027-11ae-415f-9591-cec7d910de36 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:44:06.815515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f036a54-40b1-4da9-8a1c-47405ffdef89 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:44:06.638392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9f79401-9f9f-42ad-a0cd-10b68f6a4b2d · outbound

This paper cites All recordings were downloaded in raw, uncompressed audio format to preserve acoustic fidelity.

Real-World En Call Center Transcripts Dataset with PII Redaction All recordings were downloaded in raw, uncompressed audio format to preserve acoustic fidelity

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:06.433006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2212553b-5b1a-4cff-9f91-bb28f9d14dc3 · outbound

This paper cites the availability of a specialized microstructure dataset propagates across different areas within finance and into other disciplines.

Real-World En Call Center Transcripts Dataset with PII Redaction the availability of a specialized microstructure dataset propagates across different areas within finance and into other disciplines

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:06.217935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8190b1b-df97-4bf0-a854-6c3391a1d74d · outbound

This paper cites um” ● “uh.

Real-World En Call Center Transcripts Dataset with PII Redaction um” ● “uh

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:06.049655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ca5a6b4-89cd-4eca-a9a6-ef1742ca595e · outbound

This paper cites Use is permitted for academic research and non-commercial model development only.

Real-World En Call Center Transcripts Dataset with PII Redaction Use is permitted for academic research and non-commercial model development only

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:05.873098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39a9bef6-57fe-4832-8355-266d7ca90afc · outbound

This paper cites The publicly released version includes only PII-redacted transcriptions.

Real-World En Call Center Transcripts Dataset with PII Redaction The publicly released version includes only PII-redacted transcriptions

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:05.712354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73c77eba-3171-4144-8b3f-f5ae6f7e73f4 · outbound

This paper cites Although we employed one of the most advanced commercial ASR models available at the time, the transcription accuracy may not be perfect in every case.

Real-World En Call Center Transcripts Dataset with PII Redaction Although we employed one of the most advanced commercial ASR models available at the time, the transcription accuracy may not be perfect in every case

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:05.497319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 40266a93-9b53-4298-a005-a75c55041834 · outbound

This paper cites Automation of Call Center Workforce Management Using NeuralProphet,.

Real-World En Call Center Transcripts Dataset with PII Redaction Automation of Call Center Workforce Management Using NeuralProphet,

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:44:04.213186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c73b09a5-7579-4b8f-bcfc-83596f0727dc · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 14

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T21:44:03.738597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4530cef9-488d-4405-b34d-fab8fdba1ea9 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T21:44:03.551049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b0c24d6-0903-49a6-b70a-3b3828fc7842 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T21:44:03.398604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46bfe051-f531-4d7e-91ab-2ff12848e494 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:44:05.354351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d1980c07-10e7-4131-96b1-22e3cfbbb6fa · outbound

This paper cites Common Voice Dataset.

Real-World En Call Center Transcripts Dataset with PII Redaction Common Voice Dataset

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:05.226251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 818bc58d-5956-4a67-80f2-0d7bbe712789 · outbound

This paper cites The Fisher Corpus: a Resource for the Next Generations of Speech-to-Text.

Real-World En Call Center Transcripts Dataset with PII Redaction The Fisher Corpus: a Resource for the Next Generations of Speech-to-Text

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:04.954411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e78f713a-dfe0-47a9-9c44-9aa9feab5226 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T21:44:03.205199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de564654-0b2c-47f5-b601-32febfacb4fe · outbound

This paper cites S., Lamel, L.

Real-World En Call Center Transcripts Dataset with PII Redaction S., Lamel, L

Reference 21

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:44:04.044456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de8e3ec5-6126-429c-9b09-f5a5c80196fa · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:44:04.762982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74121891-8ed2-4826-a62b-8c311872c4cb · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:44:04.571677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f47b2c5-9663-491c-8479-fb7248cef2ea · outbound

This paper cites MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling.

Real-World En Call Center Transcripts Dataset with PII Redaction MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:44:02.630976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1037b0eb-2c55-4c28-bc52-837c47f64a2a · outbound

This paper cites Call center.

Real-World En Call Center Transcripts Dataset with PII Redaction Call center

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:44:04.426675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b9fe65c-5112-4e0e-be6f-13c6b283b226 · outbound

This paper cites an unresolved cited work.

Real-World En Call Center Transcripts Dataset with PII Redaction Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T21:44:03.055280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation e8de279a-6d00-47f9-930a-5eb43790449c · inbound

DG^VoiC: Speaker Clustering for Fraud Investigation under Real Call-Centre Conditions cites this paper.

DG^VoiC: Speaker Clustering for Fraud Investigation under Real Call-Centre Conditions Real-World En Call Center Transcripts Dataset with PII Redaction

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:05:58.924173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.