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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 19 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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.161403Z digest=sha256:9902c36ca138704f5d131e0458ca66ac706ba7936a650ceab80673fe0172da34

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.168201Z digest=sha256:43f9fd9c0d6367f08758f404938420973431f0c820705b906911b0bfb61e0dc7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.174738Z digest=sha256:f875de4382ef2d95e6c73f72c37784eabf237b8be65b35e76830a09bbf7d76d5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.180788Z digest=sha256:fb5fc99b4b06274eed8bb680c07743fdc09c6b74cce3ecff84d621838f2fe24a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.186158Z digest=sha256:aa416cb747a7cdda3d014d860ca2932ad64ca46dcd0f47c9ecebdadff007004a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.436947Z digest=sha256:ea00c8593bed083e40b13f85012d5dc58b4967c88439673e779ff12540fd88c2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.372716Z digest=sha256:8e16281ebfab5dfa666a0e4738f98a239a5665e6036741ac02eede7d81efbbf9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.192684Z digest=sha256:d7d67a96f70d823f4054c75d515307cad1c8af5608f254c819a8329f2b4598df

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.200234Z digest=sha256:89665b22e82a4686429ede7b542df0acfab9ecb170ea42af74126b0eb19af377

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.205564Z digest=sha256:28a77455d285dbb22d06bc74c5df3845a1314668dbaf43ebcc4491adc1f6e586

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.210211Z digest=sha256:528e4f612878f3e56f2d32cd698e9d7ba62117254b5713cc423a87f8b001c6a0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.215127Z digest=sha256:c6bc9310cca2edd447e5abea6c799667d9abf8e3b0d25fa66c6e8abbf5e08232

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.221306Z digest=sha256:4159153a038944d7b5d27ed909f13af4e37f0ccb72ecb03a440df412f9cd5762

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.227849Z digest=sha256:5552135a9d74175ca5670c2ded63679a4356d50cb578b45985861ebb6921b38d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.232628Z digest=sha256:22524cd98393118e8e6263ea6a8e80bfdf8c3d87958e92ca19550b2850646505

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.239577Z digest=sha256:03d18757b2fcab6b3c03dacf7fa6f1a3401549fb135392b4d8976107d739bf2d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.244533Z digest=sha256:8adbcb152fc2454f4deb16385f82044d4eeef4a394ce8b574c1eaedb03f18d5a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.249300Z digest=sha256:820e6c7711ba7ccad382562dba68cea3dba2c6ceb31783d0edb999c259f9107b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.254599Z digest=sha256:dfe9b7d58a80fcee023e9afb1ef5c423ebcf475759be3a334e7297fe337a3345

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.260166Z digest=sha256:3d7103750d62ede449383c77cfc341727756ee9cdbbf9a23e972a86c5bc26e29

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.265643Z digest=sha256:cc835012e129012040b2e766187cd5287d5c546924ffee9f2d47bd28904d8162

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.270205Z digest=sha256:a592aa3c5d845464869852639103ffd012d508ba0311441adfb405e8a9ceda79

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.274416Z digest=sha256:94f20b710c2d16dd5f60dfae2d81a452578650c1fbcaaa5001ceadcb91770c0b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.279008Z digest=sha256:983f69a537becf89b98adb44590da59da9147cc35681feb2945760ce9079aa84

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.283506Z digest=sha256:253a2b68391301dfb5abfffb46b3960a3ec08c4f90918463e6779c287421ad42

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.287937Z digest=sha256:5ca1acc220bc10474e10269acbc2139e753720ca530f51d97e5e77fef120747e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.292641Z digest=sha256:906fcc7b19c5ef12516343032c01183812a09298d632917be93209a37f0f9c7f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.296781Z digest=sha256:4aeaa724424b1e6debaf91ef7a5cd73962828f875a8a44d24c822478c2a401d6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.301739Z digest=sha256:48b08cb7c044cd480c8d45d949b66daa7e5a345220cb36862082daa7fa75adb4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.307418Z digest=sha256:13d80d3a2136db46f4770f5106c7a6ccb6037667617541523b2088626d9bab32

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.311627Z digest=sha256:35a912ab9da3d6ffe1e4cd3cde126d6fdf10a7a2d60a81b45e80afa679780bd0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.317606Z digest=sha256:33b2b7e7a2ccd63ca4b264b8999c8eb7d51b5f7f7fcaf53ab636009e5015e4ac

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.323053Z digest=sha256:78f1b159e081c1006d64414f42621660aa1b1a9b3b103c0d3b966df50e5d819d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.327928Z digest=sha256:4be52c987e2ea47e174a699163b46fae333eb7c00801b4a066e394b48883c8f5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.338122Z digest=sha256:f63bb70fb2df9678bb3622b65f71a5b38e75c971ddc9dea6dab1d76e13f3e78a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.342977Z digest=sha256:e2f140beadc1b5bf4c819ac1f4df4497d8a59c79fe70bf71a2a496532bcf99c2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.348121Z digest=sha256:f1ec197cc6957a9b80576b90de1462f779d4554024d444f80cb491ca1c882b7b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.354212Z digest=sha256:720aaf39ed943a82365d30d17ed72abf220ed14334e1c9d156fcba6da49e049b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.359554Z digest=sha256:6b124980b595faadbea7c31f58cf2bfb1293ea816809cac18247640c8fb856af

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.367802Z digest=sha256:bf11a1ce769f4edce7d0639b226b01d837ed09c561be6335c3e54228df7a81f0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.378703Z digest=sha256:633bf98695afb0314169fc31c53e39e7f5255e35c15cdc6eec9bffc1d860fbb9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.384586Z digest=sha256:fd96a0f45ef76a9360c309678f45a3baf4fedfea57155768cb5f62c0d051b1c6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.389909Z digest=sha256:2e19581c8497873e6d7b93482fe2c2075e220723b6e72491cb9db150a47b1087

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.395645Z digest=sha256:7e05cbc6cf179369cbc5f648d50c9eef76185c75acd01a0a6402792a215bc487

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.402354Z digest=sha256:cfe9efab6114b64f5410ea96f13917bdd97cd998628ae089de4fd9d3fadde108

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.407901Z digest=sha256:d6ee80417bf5b52dd650dd648cb79f8e0ce3d7b4758c409e93fbfbd142be45d0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.412952Z digest=sha256:8e177631a9f3bef26302a96ac0bef0a30d6c1e94bffa12cf55a73497c483d88d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.418148Z digest=sha256:1ec1e8c00da7bb0128b63c7340d9ce5d3cece39e4bc1c2af2076921693a9c8fc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.426410Z digest=sha256:c1becb329573b0d4644211239fadcbd4dc17ac1885a361b6c6140d248f18a131

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.431789Z digest=sha256:f7fbab2cfe0644960d4e13005b9874ea49ffc1941313b4dcee6fcc085609fb56

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.442853Z digest=sha256:6d5ced83356dafd9d175f29ecaf7ff8467265b6fbffceec22f63469eb312c1aa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.447513Z digest=sha256:95997891a3c0fd30c8dfe53da7c74e2db78d3b6c6deb63dbdbb924ceb7416058

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.452973Z digest=sha256:e2a5f341a1de00e83d2938e2c5941984bccdd3c019121823eeab1e1501593bec

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.457532Z digest=sha256:21e85a836f36898b86d24f6c9801c803ebebbc184170dbd35b51c7361599874f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.462784Z digest=sha256:943b84772145996a1da3dbbda3b99b6c162717d550e7add422c816880150b7fe

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.467901Z digest=sha256:cd4f8436fa546cc428308a895355742bd79da5298bd403cbf80d89b5922ed419

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.472357Z digest=sha256:9c7e5c8a8b42f88109f9a4eccb8e8934592d05d0902794c63449aec8b9f14dd8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.477230Z digest=sha256:caea5410dd68d3754fcac0990ca024b489c201ce7f1076c7d3b64c3d8d3ac740

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.482394Z digest=sha256:15cd66641a87b21c6509dd7087897266078b6de8694db0d702d2699158aecc4e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:19:30.149023Z digest=sha256:dd749887a9e51c9734a3893944e0ac5e8b29d9128c9697591f522ea820b282c2

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=sha256:4865ff3beded8c4e375798a191df638609a5b54bc451c67cf864a52290083f95

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-30T07:40:37.615651Z digest=sha256:83dcbdb8c7a20b820ba29ea51ebefbbf09c3bec5542696f8cd3d970fe588d90a

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:dbe642aa571f1cb3f9846545e96240f94132ea23c29c1700d116d1f9a31dc9ae