Paper Citation Record · LEDGER

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization

As of 8 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 2 inbound Pith citation observations for arXiv:2507.19543.

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

pith.paper-citation-record.v1
2507.19543 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:46:02.078966Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T04:04:23.415175Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:28:44.719017Z

Reference resolution

75 of 75 outbound references displayed

verified exact0
verified fuzzy42
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cba8e4e1-66f5-4059-8edb-ab73c4dc38b8 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.864403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 280ea041-03e6-4dc1-9805-15bb7ff4bbfc · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.853955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d86875e9-3ea9-42ea-a59a-0b9d42d81346 · outbound

This paper cites Do NOT attempt to execute any tools or routines mentioned in the response.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Do NOT attempt to execute any tools or routines mentioned in the response

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.843932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 91801bc5-0964-4450-ba2a-ca9af11aa0fd · outbound

This paper cites You have been successfully authenticated.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization You have been successfully authenticated

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.773940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ef59129-1a4c-4212-9222-2ef9c3b5c349 · outbound

This paper cites transfer.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization transfer

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.833836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc4df24c-8425-40a8-bd92-7335d6637af8 · outbound

This paper cites connecting.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization connecting

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.824130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19e27db2-4946-4ce3-a406-c997facbedb2 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.813475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 764513c6-d86d-4062-a696-db9b6c88387f · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.803457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 44e8e4c3-1a18-40d3-8bcf-f71a6ec1fee5 · outbound

This paper cites An authentication code has been sent to your phone. Please check your messages.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization An authentication code has been sent to your phone. Please check your messages

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.793699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8df8fbfd-4a03-4969-a48d-a5c4ab692edd · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.784114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59612cfc-4616-45f3-aa93-6b2bcd4965ed · outbound

This paper cites - If the source placed a call inside a user input (ex.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization - If the source placed a call inside a user input (ex

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.629746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5bb8ba83-86c6-4858-8833-17dece1153eb · outbound

This paper cites You have been successfully authenticated. Are you ready to proceed with your request?.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization You have been successfully authenticated. Are you ready to proceed with your request?

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.764184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81094749-63d2-437f-951d-80d76d8c5e6c · outbound

This paper cites This should be formatted in markdown for clarity, keeping only relevant steps.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization This should be formatted in markdown for clarity, keeping only relevant steps

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.754225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf9b9569-aa64-42d5-96b9-662570d788ed · outbound

This paper cites Do NOT include any explanations on your output.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Do NOT include any explanations on your output

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.743174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b31fc6a5-1190-4b6b-a876-1ded0338f16e · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.732794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 532cbabf-691b-4536-9f72-7e0901edc54f · outbound

This paper cites No toold calls ending in ‘_extra‘ should remain in the trimmed routine.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization No toold calls ending in ‘_extra‘ should remain in the trimmed routine

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.721805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3536b7bf-56b1-4670-b073-0ad681d8c116 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.712050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f36cd029-630d-44c0-a148-23277cb04b22 · outbound

This paper cites an account is suspended), stop here and do not include any further steps in your routine.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization an account is suspended), stop here and do not include any further steps in your routine

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.701533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd8a7dc7-181b-43c7-a241-ecaed0a1237c · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.691154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0868e98f-0570-40bf-ae12-3dc9b2a42c7d · outbound

This paper cites ’Shall I apply that for you?’), leave that line verbatim.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization ’Shall I apply that for you?’), leave that line verbatim

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.681410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a52e9085-ea9e-405a-bfbd-cd179f23ccc6 · outbound

This paper cites ‘complete_case(customer_id)‘ -> ‘complete_case(124234435)‘) 15 Agent W ARPP: Workflow Adherence via Runtime Parallel Personalization D.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization ‘complete_case(customer_id)‘ -> ‘complete_case(124234435)‘) 15 Agent W ARPP: Workflow Adherence via Runtime Parallel Personalization D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.671257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1d8edfc-d9ba-43d7-a50a-b09d9a2c36e2 · outbound

This paper cites - Always include all ’if success...,’ ’if failure...,’ ’if flagged...,’ ’if transient error...’ blocks exactly as in the source.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization - Always include **all** ’if success...,’ ’if failure...,’ ’if flagged...,’ ’if transient error...’ blocks exactly as in the source

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.660562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a475797-28bd-494c-848f-a62cc079b0e3 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.649400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f39b9714-cadb-4d93-8816-df2515a67104 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.639560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4155bfa8-bfa1-4dd5-92dc-32d18ab7df3d · outbound

This paper cites > Example: > Step 1: Status & Balance > The account is active, the balance is $18, and payment is 6 days overdue.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization > *Example:* > **Step 1: Status & Balance ** > The account is active, the balance is $18, and payment is 6 days overdue

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.619470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb7a8794-8a84-4888-92f7-c99e48426084 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.607714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fcc4febf-65ba-440f-90dd-b1ff9a163b40 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.597830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48d95413-66a3-41e4-8e77-a74022a92a68 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.588645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 814385e9-96e9-43a6-a3a1-a451606e3a1b · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.579375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62b3e270-a407-4002-abcf-89181265c3d8 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.569196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13434460-5c0d-42bf-b635-dba9dc0d0ceb · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.559903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d90c8467-a767-47c8-9281-dc702f605dff · outbound

This paper cites STANDARD.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization STANDARD

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.549958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ecd4724-36e8-473d-a427-5652366bd203 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.539546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db0fce3b-bcb4-41bf-a2b7-818f304978a4 · outbound

This paper cites Simple Workflow: Withdraw Retirement Funds Prompt for Withdraw Retirement Funds Fulfillment Agent.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Simple Workflow: Withdraw Retirement Funds Prompt for Withdraw Retirement Funds Fulfillment Agent

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.528973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec6857ed-f7cc-480c-bbb3-79f68fa6c934 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.518197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86ec32ee-0164-4c1f-8c82-8790731aa154 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.509040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b83b8bc9-8245-42f7-9c97-7ad5e68e6df1 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.499398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9bad5cf-700d-42ed-bcf7-b5a7308d66c2 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.489798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1eb1d847-4b7f-447e-8322-81452810327e · outbound

This paper cites Thank you for booking with us. Have a pleasant journey!.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Thank you for booking with us. Have a pleasant journey!

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.479665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48eeef87-1afe-49bb-904a-b3634ac57999 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.470166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2013b2d9-c9a7-4c93-88b6-5aa26231137d · outbound

This paper cites Call ‘get_booking_details_extra(customer_id)‘ to get the original booking rules.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Call ‘get_booking_details_extra(customer_id)‘ to get the original booking rules

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.460098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a00bbecb-6771-4db0-a212-8e462206675d · outbound

This paper cites eligible.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization eligible

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.449770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a89d99e-da72-4f10-9010-995a2158559c · outbound

This paper cites Call ‘calculate_cancellation_fee(customer_id, booking_id)‘.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Call ‘calculate_cancellation_fee(customer_id, booking_id)‘

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.439540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf9b848d-8ee2-4e92-ad7d-9e09cb35669d · outbound

This paper cites Describe policy + fee to the customer b.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Describe policy + fee to the customer b

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.430190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65852ec4-0157-4be0-a386-6ec54a5c046f · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.419612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef59ce2a-9211-40c6-bdf3-30584bd29e7e · outbound

This paper cites Share final status, refund/credit amount, and confirmation number.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Share final status, refund/credit amount, and confirmation number

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.409383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a5cd5cb-c909-42be-ae9f-9c64dff6057a · outbound

This paper cites Call ‘complete_case(customer_id)‘ b.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Call ‘complete_case(customer_id)‘ b

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.399365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c54a1868-6a28-4e82-a09b-70953409cbb7 · outbound

This paper cites b) If it fails, apologize, retry once.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization b) If it fails, apologize, retry once

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.388858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de9291a4-cf70-4b64-a243-19bebffac074 · outbound

This paper cites b) If the account is suspended: -Call ‘get_provider_contact_info_api(customer_id)‘.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization b) If the account is suspended: -Call ‘get_provider_contact_info_api(customer_id)‘

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.379669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e7de58c-c058-4366-a842-030a88965f5b · outbound

This paper cites It looks like you have a balance to pay today. Let’s get that done!.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization It looks like you have a balance to pay today. Let’s get that done!

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.369407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b500641e-5215-4cfd-96da-394de662069c · outbound

This paper cites b) If ’high’ (30+ days overdue), warn: ’This payment is severely overdue; you may face additional fees.’ c) If ’medium,’ say ’Your payment is [days_overdue] days overdue.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization b) If ’high’ (30+ days overdue), warn: ’This payment is severely overdue; you may face additional fees.’ c) If ’medium,’ say ’Your payment is [days_overdue] days overdue

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.359102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7fa07abe-cc14-44f0-a6ac-777c2a09ae80 · outbound

This paper cites low" OR.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization low" OR

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.348325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d83e5ff-3144-487c-aece-655952fcb8df · outbound

This paper cites * If they are eligible, ask ’We can waive $Y in late fees.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization * If they are eligible, ask ’We can waive $Y in late fees

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.337809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a936ed3-9d9e-4ec4-9f9b-d35501b642f1 · outbound

This paper cites * Say ’Your total due today is $X.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization * Say ’Your total due today is $X

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.327410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95ecbd04-cbcc-400a-afc3-baf2c92d1f7d · outbound

This paper cites Confirming this avoids confusion and ensures the payment is processed correctly in the next step.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Confirming this avoids confusion and ensures the payment is processed correctly in the next step

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.318273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d0d44b1-44b8-4200-9777-a00f5ec48180 · outbound

This paper cites Inform the user what you are doing before calling each of the functions in the given category: a.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Inform the user what you are doing before calling each of the functions in the given category: a

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.308640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3c28685-5ad1-4a99-8854-781dcea890f3 · outbound

This paper cites Make sure the patient responsibility amount is in the customer’s preferred currency.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Make sure the patient responsibility amount is in the customer’s preferred currency

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.298969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eba88718-334e-4a7f-8a90-6bfff2cdf5e5 · outbound

This paper cites -If initiate_3ds_auth returns success status false, prompt the client to call 1-800-555-BILL to continue the request and call ‘complete_case(customer_id)‘.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization -If initiate_3ds_auth returns success status false, prompt the client to call 1-800-555-BILL to continue the request and call ‘complete_case(customer_id)‘

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.288613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f4bf89f-2c2f-44e1-ae99-f80cc2967a2d · outbound

This paper cites Make sure the patient responsibility amount is in the customer’s preferred currency.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Make sure the patient responsibility amount is in the customer’s preferred currency

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.277257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 972687da-5234-43d2-8470-0f4284d4e5ae · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.267426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e57cca33-74ae-4024-9ea0-759dc5f6d0da · outbound

This paper cites Make sure the patient responsibility amount is in the customer’s preferred currency.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Make sure the patient responsibility amount is in the customer’s preferred currency

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.257830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation efea18ad-cb8c-4dca-b473-a167de514a46 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.247755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0abb9238-539f-4634-bdb5-6860aab85c22 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.238408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00539a2b-362e-421b-a397-02cfa268e444 · outbound

This paper cites You must always call ‘issue_receipt(customer_id, patient_responsibility_amount)‘ to send an email confirmation.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization You must always call ‘issue_receipt(customer_id, patient_responsibility_amount)‘ to send an email confirmation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.228841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72b29c22-2f39-46d2-9479-a3635b399a7a · outbound

This paper cites Would you like to set up a payment plan?.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Would you like to set up a payment plan?

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.218509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca61c679-d413-48af-8352-9538ab433f39 · outbound

This paper cites I will update your address now.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization I will update your address now

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.208211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a30be1e-a407-4d80-860a-cb4c29ab0310 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.195802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9becd2b2-2180-4bc3-b48c-7a9a9d5fb67d · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.185070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4d167b4-c4b0-4a2a-b1ff-132593ee1cf0 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.173684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8dd10512-cbed-4620-a51a-39ed682a2a57 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.161854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30ebbfa0-bc63-4671-abdc-69078ae50a66 · outbound

This paper cites 1", "2",.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization 1", "2",

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.150310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4052e72-f011-4423-b915-58a8bd0ccb49 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.139230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d297cd53-3791-4dce-9852-2b93816944a7 · outbound

This paper cites an unresolved cited work.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:46:02.127751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35594f1f-ae28-4b47-8474-bbdf683e1dfe · outbound

This paper cites relevance_score.

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization relevance_score

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:46:02.116933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dcb5264f-5e77-43a7-96d3-c03714dc1e1c · outbound

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

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T14:46:01.830516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 31287eca-487b-4a1c-986b-6fc2c74a0951 · inbound

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization cites this paper.

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization Agent WARPP: Workflow Adherence via Runtime Parallel Personalization

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:16:28.979259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd764306-dced-4d14-8f53-59787aa7ff33 · inbound

DynAMO:Dynamic Asset Management Orchestration via Topological Multi-Agent Scheduling cites this paper.

DynAMO:Dynamic Asset Management Orchestration via Topological Multi-Agent Scheduling Agent WARPP: Workflow Adherence via Runtime Parallel Personalization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:28:44.720210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.