Paper Citation Record · LEDGER

Engineering Serendipity through Recommendations of Items with Atypical Aspects

As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2505.23580.

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

pith.paper-citation-record.v1
2505.23580 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:48:39.123470Z

measured 55 of 55 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 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

55 of 55 outbound references displayed

verified exact12
verified fuzzy2
unresolved36
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03dcd2c4-49d6-43e7-987f-532fe92ceb0a · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:48.219528Z

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 95338fc9-40b8-4a4c-b06a-0e06418e0cbe · outbound

This paper cites Knijnenburg, Martijn C.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Knijnenburg, Martijn C

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:33.156116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e051c3b-e6b5-4714-9ade-9819f52c5a39 · outbound

This paper cites Carlson and F.J.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Carlson and F.J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:48:47.948975Z

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 7fd89094-c1ac-4a60-a10f-99fe67e08e49 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:33.548022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 384f02ca-6e24-4463-b021-977b64ec24bb · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Scaling Instruction-Finetuned Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:33.686309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c05bca-28c8-49f6-932b-d45e2883ff4c · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:47.614659Z

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 b5df48db-243b-4d2f-9abd-cef785d78930 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T12:48:42.178585Z

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 fa331f72-ee1b-4d92-9b64-ab29ba767282 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:34.140155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b839e8de-e138-415d-86cf-e66d54be0174 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:34.216456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 104b3db1-dfe9-4924-9ead-ee61ff93535d · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:34.389744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edcdde41-4bff-4363-8e6b-9bb5df227ca4 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:34.506886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de5139e-1eb5-47e3-b761-3fdbf3b61086 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-07T12:48:41.857219Z

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 de46632f-a9ea-48e9-a2e8-6deb1e7bd809 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T12:48:41.591869Z

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 31e52bcd-4381-4a3f-a245-2755d92ca59f · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-07T12:48:41.345400Z

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 45c5c5c5-3c17-4531-85a8-3b7b58e9321c · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:34.923222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc24dc6-5ede-482c-a342-1d4060a8b780 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T12:48:44.478948Z

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 d3aa89b7-75a5-4a04-8188-0a24140349c6 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T12:48:41.144643Z

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 7bb0613f-2750-4836-b9af-eb96aaceb5a2 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T12:48:44.202033Z

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 9a53c4c1-94d8-4fcd-8810-f65ba38f47a9 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-07T12:48:40.833067Z

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 337ffe1f-286c-46d7-9fd1-613ffee2ccc1 · outbound

This paper cites Affonso, Juliano Laran, and Kristina M.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Affonso, Juliano Laran, and Kristina M

Reference 20

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:48:47.330063Z

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 95bad434-1781-4676-921a-5c5b3af88f7d · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:35.466322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b798d3da-fb72-4f14-95fd-c9923f7d7a16 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T12:48:40.659093Z

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 43a0a251-60f0-45c6-b5cd-6a8dc2983e6d · outbound

This paper cites Konstan, Qian Zhao, and Jari Veijalainen.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Konstan, Qian Zhao, and Jari Veijalainen

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:35.645015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b63476-8eba-4b85-8ebd-16477df11049 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:35.737014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504f9a20-6063-4015-a5c4-c6b68526649f · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:35.841296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3724bb7-0f2e-4d66-b0c0-db11f4e6e817 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:35.955029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb19fc6a-d0b8-4fcb-8699-18d122e74eac · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.044589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cba3fb3-9cb6-4778-af88-d4651a849ede · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.141053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee847a8-0d25-484d-8449-7a5a640888bb · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.240145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f95f75-c7eb-42a2-b661-401b7a5b1729 · outbound

This paper cites Making my own luck.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Making my own luck

Reference 30

Resolution: verified exact; doi, observed 2026-08-07T12:48:40.450487Z

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 561b88bd-0cc1-4010-b67d-004140e420e9 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T12:48:40.248619Z

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 3abbad4d-ac3e-488e-85bf-2317ddb56d6a · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.493292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a981006c-07d1-4c7a-8179-610d7cc536a8 · outbound

This paper cites Extraction of Atypical Aspects from Customer Reviews: Datasets and Experiments with Language Models.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Extraction of Atypical Aspects from Customer Reviews: Datasets and Experiments with Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:48:43.252061Z

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 a0f7cb1c-ca99-4ef8-b7a9-9a7a00057c73 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.714331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c764c71-5b8c-4e79-ac3e-8e7b6dd79374 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.854930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf9aed8-81a2-4a9a-b064-de5434088f0d · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:36.996340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 590f43d8-a50b-4ef7-86c9-6104e5048b11 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T12:48:39.993640Z

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 cc40ccb1-aef4-45ac-84a4-d8904bc6c2d8 · outbound

This paper cites Rush, Sumit Chopra, and Jason Weston.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Rush, Sumit Chopra, and Jason Weston

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:37.302736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af69c2f0-d18b-4760-be44-91e5f01b0e34 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:37.433957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c412cb3c-cc75-4342-bb2e-6b1be01ed9e7 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:46.939628Z

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 7af9aa57-3acc-4b4a-9556-35d75f7e4983 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:46.653799Z

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 8d87410d-26a9-44db-9264-5a2648d1ddb1 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 42

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T12:48:42.930696Z

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 2711d079-364f-4000-8eed-9964e9cb7952 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:46.304038Z

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 f5af6ea4-1b1b-4850-b62d-f15a16b1e691 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:45.939753Z

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 d6bd97bd-ab8a-4137-9153-ea40d3319c64 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:45.724741Z

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 e91e3f80-c175-4ca2-bc9e-9b5028cab3c3 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 46

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T12:48:39.778304Z

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 1561ae7f-4534-48b2-ad85-dd6823a59a36 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 47

Resolution: verified exact; doi, observed 2026-08-07T12:48:39.511509Z

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 13315018-099a-45a0-b59a-f6748a436cd7 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:38.454047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c7395a8-9d01-4e3d-bcdc-81d35f0c8e31 · outbound

This paper cites Dai, and Quoc V Le.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Dai, and Quoc V Le

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:48:45.414277Z

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 9e5694f4-b4c4-4e6f-99dc-048631667f52 · outbound

This paper cites Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:38.722205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28bde748-4436-4847-b683-4d3d8eed7da1 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:48:45.142888Z

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 959ac7b5-952b-4034-8a1b-93ffb25c21ba · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:38.900384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274693e9-50de-4780-9565-74c7c3c60f19 · outbound

This paper cites an unresolved cited work.

Engineering Serendipity through Recommendations of Items with Atypical Aspects Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:38.987392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea8ca25-dd43-42a6-b5cb-8a976ff50e5d · outbound

This paper cites resort fee.

Engineering Serendipity through Recommendations of Items with Atypical Aspects resort fee

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:39.123470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6d797f-3c4d-4bc5-82d8-827c6a35ba77 · outbound

This paper cites In Proceedings of the 17th ACM Conference on Recommender Systems (Singapore, Singapore) (RecSys ’23).

Engineering Serendipity through Recommendations of Items with Atypical Aspects In Proceedings of the 17th ACM Conference on Recommender Systems (Singapore, Singapore) (RecSys ’23)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:38.553303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.