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Paper Citation Record · LEDGER

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems

As of 14 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2605.06482.

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

pith.paper-citation-record.v1
2605.06482 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T03:35:25.292743Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

  • verified exact1
  • verified fuzzy12
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73cde2c3-cc3c-4a27-b982-e91db0ce4d5b · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.302386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:7ab97ac77ae59ebfe8670141ce45c0f59e660bcc35c83c3603b75dd072698652

Observation 58097f4f-3f0d-46a9-b858-745c7de271ed · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.262809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:d12be1e4a7a9787ab2d490b29cf227bcebbb5ba1ca6ffb268a947dc72ed27c95

Observation e82683ee-b58e-43c6-af59-c0e30e085eeb · outbound

This paper cites Burke, Deborah Estrin, Mark Hansen, Andrew Parker, Nithya Ra- manathan, Sasank Reddy, and Mani B.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Burke, Deborah Estrin, Mark Hansen, Andrew Parker, Nithya Ra- manathan, Sasank Reddy, and Mani B

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.289264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:b9a0c8f047552417b2628bfe72cdc5e98564c33249436d0d20747ec8d03e92db

Observation 5cc49c03-daed-4d8a-9035-226e817a233b · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.295831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:bc36942ee0b2de4d1e2d66b6e1f67403a1dd970c6ba6eee21e38f3d7c6b07bd9

Observation 62f21857-14db-4457-8765-2bf6e44c2a70 · outbound

This paper cites 2016.Evicted: Poverty and Profit in the American City.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems 2016.Evicted: Poverty and Profit in the American City

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.306008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:3b5b65a5bb230016542e878041dae767c63a095c8a56929d07b2cfe903804a1d

Observation 4792bf0a-8a11-411f-9589-dc2aa9ca5fce · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.309465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:8b10a1c5b3243d8dba6a6ee672f1355c753f9926dcfac026895a78277d070aea

Observation 8a48f286-1e86-4371-ade2-45eef26c18df · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.316256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:5fa566effcb69673c32b9e6436cc180e8ffdbd2753e6dc31273fbc1456b90508

Observation d0309b81-17cc-49b2-9726-5fad6141556a · outbound

This paper cites 2018.Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems 2018.Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.282214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:0909f007155da868eace27b3ca8858e9dcdf53c719dc922f31582291fcac552b

Observation fa3d8612-145e-4f8c-a5ea-4266ed3ea050 · outbound

This paper cites Glaeser, Andrew Hillis, Scott D.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Glaeser, Andrew Hillis, Scott D

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.292778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:711fd87b47ae9c909c8fdfdcf158d5e0c3cb3da37e9ec29c1209a71e7ff6f785

Observation 7ed9748a-9ce3-46db-9ffc-e36e7f04161d · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.278512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:625c938a65309deea3bbf55e436e231ab22fa1b87d32949bb5adf7d104e98421

Observation befcfb9a-3a93-4bd2-8357-be8b04948ff6 · outbound

This paper cites Killian, Bryan Wilder, Amit Sharma, Vinod Choudhary, Bistra Dilkina, and Milind Tambe.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Killian, Bryan Wilder, Amit Sharma, Vinod Choudhary, Bistra Dilkina, and Milind Tambe

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.330942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:2689fd500e99de6f1edd525f4596727053b1a65edeb55e0c9110317b6b4234bf

Observation f12b2999-08d4-48c8-85eb-41620e296a23 · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-05-09T00:19:27.522291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:93a8488a6bb241a76ac99596b58856bc4729cfe33fa68edd48d50d365fc414de

Observation b4c491ca-1c90-4279-ba26-666e0c5efa70 · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.258923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:fdabff5ee3854f6db6fbfb0b459ad0aa6fa1c8fe22b9d430655e32eb44541be8

Observation 4e3c0dfb-4a4a-4e32-8d36-91917cf78683 · outbound

This paper cites Lundberg and Su-In Lee.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Lundberg and Su-In Lee

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.323602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:7f425845e8cf7f9ee1e56c7b1db024297a5f2fd49c98a0c8f3829b74e70c26b5

Observation 80101bcd-3f16-4eb0-b3e6-f1f35203dd06 · outbound

This paper cites Rusu, Joel Veness, Marc G.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Rusu, Joel Veness, Marc G

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.327237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:ebe894f791904445e9dbd88965966d6eaf1e736728bd52a9b92cd72b55450e3f

Observation 0811df67-c173-45ed-9548-1136af19cc38 · outbound

This paper cites Broken Windows.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Broken Windows

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.285632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:b69a7a6cf7effd68ed90ffc13d0766449a8ad41c50242449baa978773e7c9891

Observation 27fd8e6a-6100-4b8b-b326-04b5a9ab3934 · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.270497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:dc398b41e06485852fd01139840a64cf3f1008a183e07067a62eb2061f4aec41

Observation 740649b4-d80d-439d-9b28-3bd607b4cb06 · outbound

This paper cites Roijers, Peter Vamplew, Shimon Whiteson, and Richard Dazeley.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Roijers, Peter Vamplew, Shimon Whiteson, and Richard Dazeley

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.320166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:d45dde8cdce9dc34f984fdfea19315f266a2460d0c914c58396434843d56c388

Observation 4504099e-3aa3-41af-a80a-5d5fc19e5874 · outbound

This paper cites an unresolved cited work.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-26T21:53:06.312705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:5834aa17606cb8c0706bf2be0d64c066aea93c13db86ee15ea3f514b5fca2031

Observation 2390489e-285f-41fa-9a33-943c75acc277 · outbound

This paper cites Rosenbaum and Donald B.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Rosenbaum and Donald B

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.266669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:2c1c0df60352b6d8318e6f5ac30615b809aa5e76ed2115d78dec7fc61e2cf64f

Observation 290b9478-e887-420e-b04e-69c83fc41aff · outbound

This paper cites 2017.The Color of Law: A Forgotten History of How Our Government Segregated America.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems 2017.The Color of Law: A Forgotten History of How Our Government Segregated America

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.274534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:f86f2767ce78311434dad995e77eb5bacbbc09ec825ab34b6cfbfb15c654127a

Observation bddd868a-d5d7-4b56-a5de-3945de32da90 · outbound

This paper cites Williams.

Scaling the Queue: Reinforcement Learning for Equitable Call Classification Capacity in NYC Municipal Complaint Systems Williams

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T21:53:06.299066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T03:35:25.292743Z digest=sha256:ce591fc979b1bfdc8b5592e606e685fd50525f323f39405aab5cb8b3aa20080a

Pith citing papers

No inbound Pith citation observations are available.