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Paper Citation Record · LEDGER

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries

As of 22 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2508.13124.

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

pith.paper-citation-record.v1
2508.13124 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:19:30.482394Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T11:02:38.130615Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:44:21.850241Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy39
  • unresolved20
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 131a39b3-b539-4dc0-9157-8569409a0f9e · outbound

This paper cites Biases in this class directly compromise the summary’s primary function as a reliable source of truth.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Biases in this class directly compromise the summary’s primary function as a reliable source of truth

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.681904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.161403Z digest=sha256:00c0ba17b6fe3ed4f7323f0f9b6c6a61d71a95e195a952ff940375ee7a16ca86

Observation 28be7ec2-15fc-40b2-99dc-009c1c7a1a3b · outbound

This paper cites story” of the call is often as important as its individual facts. Dimensions within this Class: • Position: This dimension addresses the well- known “lead bias,.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries story” of the call is often as important as its individual facts. Dimensions within this Class: • Position: This dimension addresses the well- known “lead bias,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.664085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.168201Z digest=sha256:a65454240611eb07a9a97d0937e2bb152cc8da0dbfb25673b08ab2ba052d105b

Observation 3a2c413e-124c-47e2-a97b-daac516108df · outbound

This paper cites This is essential for accountability and performance evaluation.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries This is essential for accountability and performance evaluation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.645951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.174738Z digest=sha256:d86188235f589c39ed6fcaf76db720a5a9268702b7657e4388785863231de0f6

Observation 39da5512-7484-46fa-86ca-d6fe2a7b4440 · outbound

This paper cites sanitizes.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries sanitizes

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.626892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.180788Z digest=sha256:abeac38d8932c8f74fd5a036fc08800c6b2d79aadd2bf3bd0437943d63906a04

Observation 990a5a83-08f4-4a4e-997d-6be4a2148fcf · outbound

This paper cites unhappiness.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries unhappiness

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.607345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.186158Z digest=sha256:2b8dfb979bbb4b9b4348a9f462a6ba13bd9d5009f8b98266f00c95f3c92d161c

Observation b16c652c-8722-42d4-a5f9-4472f2da08d3 · outbound

This paper cites simple_syntax Predominantly short, declarative sentences.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries simple_syntax Predominantly short, declarative sentences

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.777783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.436947Z digest=sha256:cb72779e89c64a632bac32059f6b508409520c956c149c30830fd8b624480dff

Observation 491523cf-a95e-4cb5-859d-3030a14b3c97 · outbound

This paper cites I can help. What is your name? The account is open.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries I can help. What is your name? The account is open

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.981996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.372716Z digest=sha256:936872474fac96a1250870068492592366840fbe6e3e2da15b42cf4dbe208463

Observation 8e6973dc-77a9-4e60-924a-550cda0a6e0d · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.580795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.192684Z digest=sha256:7da6412f85bfc87728a6f5651e0028ecb873152e9e2ea3e94f2dc45106047ac7

Observation 8bdf8335-da22-4319-b564-039c47b0be84 · outbound

This paper cites Turn Length (computed) Very Short, Short, Mid, Long, Very Long Variation in summary fidelity across dia- logues of different length.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Turn Length (computed) Very Short, Short, Mid, Long, Very Long Variation in summary fidelity across dia- logues of different length

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.560845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.200234Z digest=sha256:ebe7f9a74f14973c02d9b8fa519095f15ba4f779198b7805e12e3bb6de606ca6

Observation 5d4685eb-33cc-4091-a278-3e98f60e5ac2 · outbound

This paper cites customer voice and contribution.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries customer voice and contribution

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.542545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.205564Z digest=sha256:8556d87afa93318fcb81bc017a7ca704bf20b04d92c16a8e387411495e397220

Observation bf5fe14c-0c7a-4720-bc66-77d05647bd74 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.526151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.210211Z digest=sha256:f29dbd91a882af43301cd9d50b822de32b57f973b046cb3b4a3b4e2b00e11c75

Observation 54817e70-9ff1-44f0-b9d8-cc399c6f4529 · outbound

This paper cites okay,” “fine,.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries okay,” “fine,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.509255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.215127Z digest=sha256:7eb15779ad5d63aaab0179be3032302f2ab92bea2649c5e43d93e383a6fd3d4e

Observation 092737e5-1cbf-4cf0-9377-e79e5de16b79 · outbound

This paper cites , Sk} of 50 turns each.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries , Sk} of 50 turns each

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.491781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.221306Z digest=sha256:b48e8929a9043e7b584339868ef6002e9be4c950cabf4801acea5ccbe2121b26

Observation fcf3445d-5339-43df-8a1f-74d3962c751e · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.476097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.227849Z digest=sha256:180802eaf37eaeafaab92c10b91c9d50704a2f8603e366b720270344a45580e4

Observation 1f5ce583-95a7-43ce-a241-d599f832761f · outbound

This paper cites ground truth.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries ground truth

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.460786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.232628Z digest=sha256:3eeeffbee5a7be81a16f6968c8dd17e7ec798fae8d5adc7f39dc33f68d079bfb

Observation d0e8e2d5-918c-4863-8ce9-9fd00c70e719 · outbound

This paper cites This mirrors real-world usage where the model processes the entire conversation at once.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries This mirrors real-world usage where the model processes the entire conversation at once

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.444436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.239577Z digest=sha256:62027030a2e84749a31d2201b4688c9caa72448612aa19ea2dcdbfe5e2503b1d

Observation 307b1877-ca88-4663-8c14-d9315b53f5f2 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.427659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.244533Z digest=sha256:f314dcd11fb8597cca454930b85159fe7dff6dd6a63d203b073bd40c009becad

Observation 274c2e8c-5ec4-4344-83e4-24aa21a20a89 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.410131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.249300Z digest=sha256:e930a778a25c90fb870cca6853da3f9496ad8425bd3bd4196c59bf12e6a25cbb

Observation 66a5f22d-0380-4d68-b14f-3384a9d3601e · outbound

This paper cites B.1.3 Stage 3: Bias Quantification and Interpretation.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries B.1.3 Stage 3: Bias Quantification and Interpretation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.391551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.254599Z digest=sha256:ac7582edcc472a01d9d84429b221e4e11995b14467773ee8148fa980c082735e

Observation f56c5a34-b059-46ff-9ff8-87a4bfee51bf · outbound

This paper cites A score of 0 indicates identical distributions, while higher values indicate greater divergence.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries A score of 0 indicates identical distributions, while higher values indicate greater divergence

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.369443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.260166Z digest=sha256:a9910c23612f1151db070660346398a6816ce7431bd64cf3d3eacd616ab71d51

Observation a93f428f-5589-4b98-a79b-04d2a4275c4e · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.352952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.265643Z digest=sha256:81fc5fc5b0de4a1410018bb516423e49fae03f20bb1fdac654bf9c94ab33073c

Observation 998683fd-b9e2-43cc-a0d9-19bfbd0d2f0c · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.336577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.270205Z digest=sha256:8f9d819c0f3873d2defec322d10795cfa1752bf232f61c1554d6ee520e01e5bd

Observation a3d9e211-117a-405b-9e03-1694898ef962 · outbound

This paper cites LLM-as-a-Judge.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries LLM-as-a-Judge

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.319876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.274416Z digest=sha256:5ad75fd8058e6d7efb7eddd104c58eab8777018c5c1f892960646c8d93690ea0

Observation 5998ce41-09d3-451c-ab4b-84c0e6c5bf3e · outbound

This paper cites It penalizes any hallucina- tions or contradictions.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries It penalizes any hallucina- tions or contradictions

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.303831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.279008Z digest=sha256:ab83ac55a491b6e9bb6b8311a715b93ad8d9d0bdc99bf67ecc7394b4b44599a7

Observation 3c982931-1492-42b6-b7ea-392e0159f5fc · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.287173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.283506Z digest=sha256:28e45b4e6b3c231ef94420f982f066c773be12a58d56bab9010ee71c3c552bcf

Observation 4b70c6e5-9fbd-4a57-95a5-b231388b2dc9 · outbound

This paper cites Presence of irrelevant information,.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Presence of irrelevant information,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.270162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.287937Z digest=sha256:9fdd1beb3d7aaf3ad3e5d425ed2864c6469f0e94ae176633a2acf407079a1d1b

Observation 92f8e340-7784-4dae-9302-e32356227644 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.253729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.292641Z digest=sha256:cbb40ea8ff7d7582bd0b8778301850ca1a1f7ab9a462c8dd9048c9247af95e17

Observation 3b1a3637-826f-4c07-a41a-1e3e58f96234 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.236871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.296781Z digest=sha256:8cbb66f8230ab881ed4b4c5734eb3e3429cc5e9e58bcd4c418801041b6405626

Observation f97bf503-ec9c-4c8b-8833-ac674660e328 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 29

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T17:19:31.218523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.301739Z digest=sha256:d95624d814d2603d441e5656999c4880d166398e170bdeae74dd9b4d595e246e

Observation 908de05c-9568-4056-9133-1986275057d2 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.193178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.307418Z digest=sha256:c0a1fbf108fd3d354127a38bc23328c2c6bacaabd6b316c537ccb650ce3e655a

Observation 3cc6e17a-52b3-4dd7-a633-fa249537170e · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.176425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.311627Z digest=sha256:b5b15df572f6fc54782bb6df0cd3ef25cc2a7cba26eac7b9cb34881fa4221bfc

Observation f55c5edf-be99-467a-b7ef-b984d0b992ee · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.155636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.317606Z digest=sha256:ee89aad4d0abb10d022bef3f13c536783ddb9ade2524d88fc072bad4433359c3

Observation c36a5b89-9fd6-4403-9c18-84f7b9d0c4fe · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:31.136787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.323053Z digest=sha256:72163cd64669f7c19c4993adcf068c7ab43d65a66ca7c0865bed5d0c5335bb1b

Observation b3e4c779-6d72-4007-b286-fc8ac2ca5a1e · outbound

This paper cites 1", "2") and values are the proposition texts. • entities: an object with the exact keys listed above, each containing a list of extracted entities (even if empty). •.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries 1", "2") and values are the proposition texts. • entities: an object with the exact keys listed above, each containing a list of extracted entities (even if empty). •

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.119418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.327928Z digest=sha256:a7d3c87fc50b7af1f5f508d1a3a139a4426048550f1b3dcdf7477a8a542e441c

Observation f38ed870-88f3-48a2-8cd4-3131b8105af2 · outbound

This paper cites <dialog> {transcript} </dialog>.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries <dialog> {transcript} </dialog>

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.100517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.338122Z digest=sha256:01bb65f91ada2a99309c454ff01cc896c861571d7dc16cd97e1e34d7fe09d9ee

Observation 087b23e9-252d-4a23-9bfc-c362a9371bd5 · outbound

This paper cites <transcript> {transcript} </transcript>.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries <transcript> {transcript} </transcript>

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.081010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.342977Z digest=sha256:6ef4d6d60a62bd0d56c191c66a36e5947bdc69376bf44368c4fd36ce7c10aa85

Observation bbe9dc9c-9753-439c-a89d-db87afe1e48e · outbound

This paper cites 1: Speaker:.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries 1: Speaker:

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.062630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.348121Z digest=sha256:4dc0bc7873df149e576519993aed28e91c6e3ac8d322537a999031f16c01ede1

Observation 27e749df-01a5-49fe-9b0d-231e926c71ff · outbound

This paper cites okay,” “fine,.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries okay,” “fine,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.043371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.354212Z digest=sha256:67171f933a6e1889ec445d2fb719357ecd0604155cc6c856082b2b26eb6f4b59

Observation bed8efb6-ce03-4af3-98c0-d05752b67c8c · outbound

This paper cites Could you confirm your order?.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Could you confirm your order?

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.025573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.359554Z digest=sha256:507b063a23ef075a32b16890a9fe12ea3fa48a09fe2b5b2cdb088b962011a391

Observation 94dea26f-30a5-4408-a263-b1b7d99c3f4b · outbound

This paper cites uh”, “um.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries uh”, “um

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:31.004403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.367802Z digest=sha256:cf7b4a0161a86cba20095252a802011650a0655d2d1af252cc3d89a5b016f883

Observation c3e04410-c81b-46ea-a6e3-630b5b32123d · outbound

This paper cites thank you.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries thank you

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.965708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.378703Z digest=sha256:927187d5a9cc814c3f565e0dc4782c120d49d80d191954b3acd80ba52cb67366

Observation 5341da07-ba5b-4444-90e0-0de52755b1b7 · outbound

This paper cites when you can.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries when you can

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.948492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.384586Z digest=sha256:68ae2491b292c1555ee1e11b4790fb59983c1d470ea88800d32da7ca12eb0abc

Observation be998d7f-b7b6-4bc8-8d37-c2f5c921769b · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:30.929997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.389909Z digest=sha256:d539b2e6a8a7d7651613ce47628065e544521b545f166bad6250dbbc0d0b08d9

Observation 8d5c7f1a-06b0-4739-bbcd-e5afbbc1a0b6 · outbound

This paper cites X: Speaker:.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries X: Speaker:

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.904171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.395645Z digest=sha256:c2c6b9c273fb6c5a16c62afd16adaad6d9dd3cb0fcca47bd6c02ebeb5091f022

Observation a73431d8-5211-41f6-a56c-a14b4a0cde7b · outbound

This paper cites 0": [0, 1],.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries 0": [0, 1],

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.881094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.402354Z digest=sha256:806045ff38811361f52e849648142c69abec86194b0ad453dba10734de627df9

Observation effee9b1-e45f-4123-aca6-be55c6c0d0c2 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:30.864841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.407901Z digest=sha256:da0ee980a4ea42b6e55d66e6d32002ff323b573b79ce9a873a2e57019dee9925

Observation 27e1a94e-fe81-42b0-943b-d26adc99549b · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:30.847143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.412952Z digest=sha256:ffd32297707d01a1fe396254508cc52fc98d24bde3ca1c07e65e83a9c0af8062

Observation 4827e085-ef4a-4d3e-97aa-e31561749e60 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:30.832018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.418148Z digest=sha256:c04aaaa14b8186b3be748b2d466d8b87de9db09b2557a565c43b370ea0372f39

Observation 1001fff4-c1a3-4cc0-9f11-11ea836e0ce3 · outbound

This paper cites Could you confirm your order?.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Could you confirm your order?

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.813154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.426410Z digest=sha256:5f3fe07c831966f901f8bd0f023d9cb1bdaaca38908191202a2aed0f8c808fe4

Observation b55de2f2-6a0c-4194-855e-fdee26be6853 · outbound

This paper cites an unresolved cited work.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:19:30.795637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.431789Z digest=sha256:50d485524459dbe1035aee88e067a61d910ceae80afb67cc97b3f85113e9b4bb

Observation 25079072-2a91-47b4-aa56-b7df12bbfc3a · outbound

This paper cites thank you.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries thank you

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.760195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.442853Z digest=sha256:eeb5e669f99ee1bca13414ae6bc6d0acf0c54261835877bfde5820b4734fdee5

Observation 20e984fb-2a37-4bf4-9468-cd054b189a66 · outbound

This paper cites when you can.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries when you can

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.741713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.447513Z digest=sha256:271124f5237dd61b6f5fd6726940f024e32af49a35d2a43f1778593d4be802a7

Observation 68e3f3ff-0b48-477f-94ff-0e532598dbc6 · outbound

This paper cites • Specifically Include: Positive sentiments expressed by the customer, especially those related to agreement or satisfaction with a solution.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Specifically Include: Positive sentiments expressed by the customer, especially those related to agreement or satisfaction with a solution

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.724083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.452973Z digest=sha256:5792d95420235f1acb39f64141be104cc888ca733f7ac478bf135d5f6f68b7b9

Observation fddd17f0-8fce-4c17-8fc0-e376e47c04f2 · outbound

This paper cites • Specifically Include: Key agent responses, clarifying questions, and de-escalation efforts.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Specifically Include: Key agent responses, clarifying questions, and de-escalation efforts

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.705435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.457532Z digest=sha256:f3769022d04f6f5b601c258cd5fcf8c9bb46aca8cde1228d5997c2d9600d8f22

Observation 52c8da34-b34e-4681-9be4-3b735e1d48b1 · outbound

This paper cites • Specifically Include: Details from the Mid, Late, and Very Late segments of the conversa- tion, which often contain resolution steps and final agreements.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Specifically Include: Details from the Mid, Late, and Very Late segments of the conversa- tion, which often contain resolution steps and final agreements

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.679539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.462784Z digest=sha256:f823e82c8e72fb0797c3cd4e6e71a5caf14a0cc82628bafc2afffedc0b96746d

Observation 60bccf6d-ea72-4683-9fb9-4b3da6755ea2 · outbound

This paper cites • Topics to Include: Information gathering/probing by agent, Call closure, ID verification, and Expression of empathy.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Topics to Include: Information gathering/probing by agent, Call closure, ID verification, and Expression of empathy

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.647700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.467901Z digest=sha256:d3f9451b0ca7f0c3b8af7c29e8eca0f9feae0f127eab08a29651ce4771738b31

Observation 12a1577b-b5c4-46ed-8f60-80781b0fe8f0 · outbound

This paper cites • Repetition Types: Include all forms of significant repetition, such as: – customer repeating self, – agent repeating customer, and – customer repeating agent.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Repetition Types: Include all forms of significant repetition, such as: – customer repeating self, – agent repeating customer, and – customer repeating agent

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.626300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.472357Z digest=sha256:8e5c5ce0b41ffffd99517a7006459c81358482b57ca1b59be81df44311d73141

Observation c4e12fc5-46cc-4640-96a8-fec295c69918 · outbound

This paper cites • Turn Length: Represent information from both very long and very short conversational turns if they are relevant.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Turn Length: Represent information from both very long and very short conversational turns if they are relevant

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.602824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.477230Z digest=sha256:ed925cfb456160adbef36fad83e5cd5157a60cd7e89118a5ae7b463e7677f77e

Observation 13413a0f-7f11-4413-8d76-479c2002431b · outbound

This paper cites • Specifically Include: Dates, Locations, Product/Case IDs, Monetary values, Times, Phone numbers, and Emails.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries • Specifically Include: Dates, Locations, Product/Case IDs, Monetary values, Times, Phone numbers, and Emails

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:19:30.584075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.482394Z digest=sha256:5ce49f1526ee930af1265c1ace0ed2534071ac47958240386ddf9463b73d9f8e

Observation 17eab71a-9b85-4843-b82c-a61840f6d421 · outbound

This paper cites Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization

Reference 1997

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:19:30.565957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:19:30.149023Z digest=sha256:7b2cbd7847f99c86f519faebaaac9aac6120952524e8bfed5364e4d21c3d0cd1

Observation 0914c251-7aef-4978-8800-adc1e23c6e5e · outbound

This paper cites On Positional Bias of Faithfulness for Long-form Summarization.

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries On Positional Bias of Faithfulness for Long-form Summarization

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T17:19:30.155533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:19:30.155533Z digest=sha256:ff4133575f4cca41b83d1fd1be2c326507d26bae13e368ed692d152060ab01ea

Pith citing papers

Observation f92a8439-0973-4615-8ff1-cf85f8a36c6d · inbound

When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis cites this paper.

When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:44:21.851894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-30T07:40:37.615651Z digest=sha256:8388362ceccaec763c0c49020da849b43ba5f0c01fdaa7e950714f0e5b384eda

Observation 4f8f2a28-8547-4748-8a89-48aa41e52276 · inbound

When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis cites this paper.

When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T11:02:38.130615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T11:02:38.130615Z digest=sha256:adffe47c47ad2462f41fd553353149d958f39287e4e8815d1d2d142d8fd8af8f