Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T05:13:35.457339Z
Paper Citation Record · LEDGER
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents
As of 7 August 2026, this Paper Citation Record lists 100 of 116 outbound references and 0 inbound Pith citation observations for arXiv:2605.12240.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
100 of 116 outbound references displayed
- verified exact0
- verified fuzzy83
- unresolved13
- parse uncertain3
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ae3c0984-0904-414a-9bf8-0e392f1834f1 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.392572Z
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 4d468db7-2ef2-4636-94c2-915d45a32e0a · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.387746Z
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 c7dc49cc-b8a4-4e1e-8832-09e072b4a4b8 · outbound
This paper cites By contrast, read-only retrieval calls, search utilities, and other non-mutating tools arenot treated as critical, because they do not directly alter the external environment.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents By contrast, read-only retrieval calls, search utilities, and other non-mutating tools arenot treated as critical, because they do not directly alter the external environment
Reference 3
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-13T05:17:18.364290Z
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 559d117d-54d2-4128-aa2f-56d163808407 · outbound
This paper cites I’d like to exchange my previously purchased camera for a new one with the highest resolution available that’s also waterproof.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents I’d like to exchange my previously purchased camera for a new one with the highest resolution available that’s also waterproof
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.396028Z
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 1110eea4-e7cb-4624-ac9c-fe713f5dbfa5 · outbound
This paper cites Could you please provide your zip code? This will help me locate your account.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Could you please provide your zip code? This will help me locate your account
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.389351Z
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 a3009a3e-b036-4f58-8cfd-24ad5030d336 · outbound
This paper cites Let me know if you need anything else to verify my account !.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Let me know if you need anything else to verify my account !
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.391028Z
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 33d3d277-da0b-4f80-91b8-ba7a838cc0f3 · outbound
This paper cites first_name.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents first_name
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.385971Z
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 6a3b26db-6bcd-40b0-ba06-83396af80b1d · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.530891Z
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 303a2c7e-f304-4f48-9fd2-5f4d31029dd4 · outbound
This paper cites Action Camera.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Action Camera
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.534201Z
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 7d3a88b7-f85e-4024-9918-318d8397ba44 · outbound
This paper cites name": "Action Camera.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents name": "Action Camera
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.535813Z
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 ed50f9bd-b7c3-4ec9-a719-8d27743ed99f · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.512370Z
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 faa5ce25-c12b-4cba-9bf0-cdaa10801713 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.518727Z
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 70a2b974-3768-485c-bf1f-9c4e0b520f93 · outbound
This paper cites A refund of \$20.78 has been processed to your PayPal account (original payment method).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents A refund of \$20.78 has been processed to your PayPal account (original payment method)
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.514101Z
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 6a802e7b-498a-4a88-b158-cc9f4236ab39 · outbound
This paper cites I’ll check my PayPal for the refund.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents I’ll check my PayPal for the refund
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.474190Z
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 3534e947-ccf4-4fab-9b4a-13533a1ef31e · outbound
This paper cites I’d like to exchange my previously purchased camera for the highest resolution waterproof model available at the same price I paid originally.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents I’d like to exchange my previously purchased camera for the highest resolution waterproof model available at the same price I paid originally
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.488897Z
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 d08a6329-b959-4cb2-b1b9-956864181ba9 · outbound
This paper cites first_name.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents first_name
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.456326Z
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 632d783b-af8f-4815-8400-14f56a30c9a6 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 25
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-13T10:47:38.394134Z
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 a1396629-0efd-4faa-bb20-a7925c40016a · outbound
This paper cites user_id".
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents user_id"
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.457831Z
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 ca28365d-d9a5-4863-a94c-c9eab192cd89 · outbound
This paper cites user_id".
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents user_id"
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.426777Z
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 4a447c1b-b395-4c84-ac7d-1ba65a103d08 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.482009Z
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 97471639-5a14-486c-8348-f099a8a999b7 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.445152Z
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 bcb33f72-3a7d-498b-b277-fc899a82fdd5 · outbound
This paper cites product_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents product_id
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.466167Z
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 10ddd251-044b-4396-b38f-94f8f2b5405c · outbound
This paper cites name": "Action Camera.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents name": "Action Camera
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.440252Z
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 b9458990-1d27-42f0-931e-48354048b156 · outbound
This paper cites Based on your order # W7464385, you can exchange your 1080p Action Camera (item #1810466394) for one of the following 4K waterproof models.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Based on your order # W7464385, you can exchange your 1080p Action Camera (item #1810466394) for one of the following 4K waterproof models
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.464332Z
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 7f7b0094-13e8-42bc-a73b-d9c3bf913108 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.441801Z
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 d39a53aa-33fc-4a94-b3c8-8a1e3285d56a · outbound
This paper cites Would you like to proceed with this exchange? If so, please specify which model you’d prefer.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Would you like to proceed with this exchange? If so, please specify which model you’d prefer
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.406054Z
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 c3d63bba-f33e-446e-9f35-436b5de24291 · outbound
This paper cites Please confirm the exchange and refund process.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please confirm the exchange and refund process
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.453237Z
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 3d942123-72ca-4609-9bfa-ec247ac4d432 · outbound
This paper cites Your pending order # W7464385 will be updated to replace the 1080p Action Camera (item #1810466394) with the 4K Waterproof Camera (item #6700049080).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Your pending order # W7464385 will be updated to replace the 1080p Action Camera (item #1810466394) with the 4K Waterproof Camera (item #6700049080)
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.501433Z
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 00b5879e-38a6-498c-8f0b-43fd6054994d · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.495390Z
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 655a6428-b353-41c0-b008-1a4b61ebe279 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.523869Z
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 a0faff88-aca7-45e4-a526-676d5d2d5ab9 · outbound
This paper cites pending (item modified).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents pending (item modified)
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.542710Z
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 fb978bac-e9c6-4073-aba0-bfef1800b74b · outbound
This paper cites Everything looks correct.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Everything looks correct
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.555837Z
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 16da49a4-925e-4c7c-9ab0-44161f60ef93 · outbound
This paper cites I’m calling about a recent order I placed for wireless earbuds.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents I’m calling about a recent order I placed for wireless earbuds
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.507840Z
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 46d1e1ba-947b-4d42-a035-fa2857ac63ff · outbound
This paper cites Could you please provide your zip code?.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Could you please provide your zip code?
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.413518Z
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 ecd9b7c8-992d-47f1-a953-d4337a6d64d5 · outbound
This paper cites Let me know if I need to provide anything else to verify my account.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Let me know if I need to provide anything else to verify my account
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.562851Z
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 762b0355-07fc-46cc-8021-00e8a13372e2 · outbound
This paper cites user_id".
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents user_id"
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.566276Z
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 fbc386a0-04e8-40b5-b616-85b409aee6ee · outbound
This paper cites Could you please confirm which order you’re referring to from the following list: #W4316152, #W9311069, #W9300146, #W3220203, #W3470184?.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Could you please confirm which order you’re referring to from the following list: #W4316152, #W9311069, #W9300146, #W3220203, #W3470184?
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.561161Z
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 817fd208-8503-4271-bb15-c0720ec07afc · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.559373Z
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 8f8bda7f-49f7-45ee-a3dc-13a3c59ae102 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.567891Z
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 f502c140-976a-418c-ab61-29255f56775d · outbound
This paper cites Wireless Earbud with IPX7 water resistance.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Wireless Earbud with IPX7 water resistance
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.420145Z
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 ad3b8d59-e685-4379-b88a-559f86e12cc2 · outbound
This paper cites Wireless Earbud with IPX7 water resistance.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Wireless Earbud with IPX7 water resistance
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.407766Z
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 55253d65-9b44-4eeb-ae74-74cfb80ab43c · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.581050Z
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 09db0269-dec1-415c-87a2-399a12c53caa · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.574303Z
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 3ac88f80-96ab-4107-a4fb-e7338bb956ed · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.575917Z
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 e3b7e728-19c3-4a85-8394-71bfc699a48a · outbound
This paper cites Wireless Earbuds.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Wireless Earbuds
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.399268Z
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 784acf13-2d5f-452f-9404-eb6e86916f0b · outbound
This paper cites Please go ahead with updating the order #W3470184 to replace item ID 2757705742 (IPX7 earbuds) with item ID 1646531091 (cheapest option).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please go ahead with updating the order #W3470184 to replace item ID 2757705742 (IPX7 earbuds) with item ID 1646531091 (cheapest option)
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.404250Z
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 8ddbba45-3595-4a07-b966-ccf57a9574bc · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.446825Z
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 0a85c93b-fdac-4d6b-9a0d-3a34254ee13f · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.570945Z
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 94b2bc65-6d0c-40ee-9642-c182bbf74f4f · outbound
This paper cites It appears there is no credit card payment method on file for your account.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents It appears there is no credit card payment method on file for your account
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.428576Z
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 0e6a968a-99ad-4dd5-b761-7b98c8dd3db6 · outbound
This paper cites Please guide me through the steps to securely input my payment details.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please guide me through the steps to securely input my payment details
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.451553Z
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 caa90866-8c02-4936-a83b-1cc8e2177217 · outbound
This paper cites However, I can transfer you to a human agent who can guide you through adding a credit card or PayPal account securely.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents However, I can transfer you to a human agent who can guide you through adding a credit card or PayPal account securely
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.492175Z
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 fa4736e4-307d-4d18-8875-1e7553bba922 · outbound
This paper cites Under review.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Under review
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.454769Z
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 50dcf40a-df4a-414b-a8eb-281db090e7a3 · outbound
This paper cites I accidentally purchased one with IPX7 water resistance, but I need a model with the same water resistance level as the other Wireless Earbuds I’ve bought.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents I accidentally purchased one with IPX7 water resistance, but I need a model with the same water resistance level as the other Wireless Earbuds I’ve bought
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.539484Z
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 c6598dc1-9120-405c-84d8-e3461f8b21db · outbound
This paper cites first_name.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents first_name
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.418366Z
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 0e7b1f48-4b67-46e4-b435-f1576a047fc6 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 74
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-13T10:47:38.564465Z
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 17ff43ca-62b0-4e00-bbf8-c0bb227c60a3 · outbound
This paper cites user_id".
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents user_id"
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.582616Z
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 f752639a-3598-415a-be4d-820901394a32 · outbound
This paper cites user_id".
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents user_id"
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.483696Z
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 ef8028e3-45ee-4009-a6cc-770f3774aadb · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.579396Z
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 d863acaa-3356-41d5-b5a7-6a2e9924a104 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.477381Z
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 e9cae58e-5211-4359-95e3-55ace5e4d2fa · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.472419Z
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 d87e1c48-5225-4a0c-9e23-23fe97a046a8 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.475846Z
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 c123ceaf-b5e0-47d2-9de4-744153a185e8 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.467717Z
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 2b149938-2eaa-4e7b-8e34-af16ac9c33f3 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.515676Z
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 d8a3e1f4-97d0-4fbb-83aa-0b4989641397 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.487133Z
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 febf838b-06c9-4327-972f-c7148d0bcf8f · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.554029Z
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 c36e73eb-eea5-4d42-955d-aba8fa0b9d5f · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 85
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.469178Z
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 756e5d05-c5b7-41d9-a523-f5c7b884c094 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.569421Z
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 6cadda72-f2d4-4f53-8c76-f71cf9455059 · outbound
This paper cites You are exchanging the IPX7 earbud item_id 2757705742 (\$258.97) for this item.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents You are exchanging the IPX7 earbud item_id 2757705742 (\$258.97) for this item
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.557640Z
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 0e65173e-ea7b-440e-a42c-31a1bd9003f6 · outbound
This paper cites How would you like to handle the remaining \$9.48 balance?.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents How would you like to handle the remaining \$9.48 balance?
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.584554Z
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 c9aa73b2-da4f-46be-b441-fa7b89353caf · outbound
This paper cites Please provide the payment method you’d like to use for the remaining balance (e.g., another gift card, credit card, or PayPal).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please provide the payment method you’d like to use for the remaining balance (e.g., another gift card, credit card, or PayPal)
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.430415Z
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 c67500da-edfa-4490-89a3-93596b153f24 · outbound
This paper cites Please proceed with the exchange.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please proceed with the exchange
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.479008Z
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 5578601e-fe36-4e24-9461-40d72e08e930 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.493697Z
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 df27885b-19d2-4088-9f27-e47f3d87f104 · outbound
This paper cites Please finalize the exchange.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please finalize the exchange
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.460832Z
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 3dea7678-84af-4b49-8294-e39934f7e5ad · outbound
This paper cites However, your gift card has a \$17.00 balance, which is insufficient to cover the full \$26.48 refund.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents However, your gift card has a \$17.00 balance, which is insufficient to cover the full \$26.48 refund
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.544593Z
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 45851e6f-a1e2-4f44-b7e8-b7be650efb38 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.504562Z
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 1860d093-1c48-48ee-8573-5420537e76ce · outbound
This paper cites Would you like to check for other gift cards in your account, or is there another way you’d like to proceed?.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Would you like to check for other gift cards in your account, or is there another way you’d like to proceed?
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.411239Z
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 8ea595b9-7c64-4235-a4f5-5cb8132974f0 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.490445Z
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 ab3cc988-9e92-4b34-b655-0c101157ccbc · outbound
This paper cites However, your request to use a credit card for the refund violates the policy constraints, as refunds for exchanges are restricted to gift cards (original or existing).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents However, your request to use a credit card for the refund violates the policy constraints, as refunds for exchanges are restricted to gift cards (original or existing)
Reference 97
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.435399Z
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 da52609f-2ad3-44ca-b77c-d14d473b9ed8 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.532663Z
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 8d47cf33-c745-44f1-9d6d-3e82846d8723 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 99
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.421989Z
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 96f994f9-838e-4676-bc52-4c0bfbcaa23e · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 100
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.423530Z
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 fb92fd39-214b-4154-93ac-f76385338ccd · outbound
This paper cites Please finalize the exchange.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Please finalize the exchange
Reference 101
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.425077Z
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 35df15b9-b303-4580-ba74-5edf784a6fed · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 102
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.527562Z
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 e93a9b7d-97c8-4cba-851c-64667b8b45d2 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 103
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.529212Z
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 040e55e1-a934-4792-8fc8-1c0b3077203a · outbound
This paper cites To comply with policy, we must explicitly confirm your choice of refund destination before proceeding.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents To comply with policy, we must explicitly confirm your choice of refund destination before proceeding
Reference 104
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.537557Z
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 5f6388e7-1c4c-4749-839a-a77504de5b1d · outbound
This paper cites exchange requested.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents exchange requested
Reference 105
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.416815Z
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 98b7cc84-bcb8-4c23-af1c-f5e74f996dab · outbound
This paper cites I’ll await the email instructions for the return.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents I’ll await the email instructions for the return
Reference 106
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.572789Z
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 e3de8ba0-04f9-4a4e-b7bc-42b09285fa4e · outbound
This paper cites May I have your email address to locate your order, please?.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents May I have your email address to locate your order, please?
Reference 108
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.520429Z
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 bbdfce96-2666-432a-9164-709f85e88642 · outbound
This paper cites name": "Wireless Earbuds.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents name": "Wireless Earbuds
Reference 114
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.509376Z
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 2e1d8c9a-2091-479f-928e-300283076f74 · outbound
This paper cites This option is available and priced at \ $242.92, which is \$13.75 cheaper than the original white earbuds (\$256.67).
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents This option is available and priced at \ $242.92, which is \$13.75 cheaper than the original white earbuds (\$256.67)
Reference 115
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.525914Z
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 b7365554-63bd-43bd-850c-3c43a2e5c2ec · outbound
This paper cites The price difference refund to my PayPal is acceptable.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents The price difference refund to my PayPal is acceptable
Reference 116
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.443485Z
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 3b0b3262-f6da-4ef0-8c41-ebc56d1ba295 · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 117
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T10:47:38.522049Z
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 9a61b383-748b-425b-a237-2a00a3219440 · outbound
This paper cites Under review.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Under review
Reference 118
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.409392Z
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 d24ea5cb-8c85-4299-a43c-76cd4e4a8b0c · outbound
This paper cites Could you please provide your zip code?.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Could you please provide your zip code?
Reference 119
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.506230Z
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 d34fe935-83f8-4f9e-8a74-4353d2372b34 · outbound
This paper cites first_name.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents first_name
Reference 120
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.510892Z
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 7dcecf37-90f4-411b-857a-95c3307f371a · outbound
This paper cites an unresolved cited work.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents Unresolved cited work
Reference 121
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-13T10:47:38.449850Z
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 cfc93b57-9780-488e-bdd6-565b25e71dd2 · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 122
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.517229Z
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 579c45b9-26cd-42e9-9d5c-ae0bc7531dcf · outbound
This paper cites order_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents order_id
Reference 123
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.497126Z
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 3f6380bb-2369-41db-86bc-fa732fd263a5 · outbound
This paper cites product_id.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents product_id
Reference 124
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.480483Z
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 bda912e0-688f-4469-810b-0b70ab1b14b6 · outbound
This paper cites name": "Wireless Earbuds.
No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents name": "Wireless Earbuds
Reference 125
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T10:47:38.498700Z
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.
Pith citing papers
No inbound Pith citation observations are available.