Paper Citation Record · LEDGER

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2508.12922.

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

pith.paper-citation-record.v1
2508.12922 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:21:17.711814Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy1
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1bf1a87-6efc-4318-ad34-60457745e9fb · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.981013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b035d153-a9f8-4c07-b739-cd7ff89395ef · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.953757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c85d7e1c-39c6-4e50-90cd-c3bfa9cdd815 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.931129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2a2e09a8-6b46-49b2-a843-9e48b8c1b18e · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:16.996915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e4d546-03d5-4b82-a08d-4a5419c0e308 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.851134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a7f8147-576f-4d34-a972-8e3909b03684 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.822700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 395dae07-70a6-4e1b-b593-5ca01e63791a · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.792644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 788e6ad9-85a0-4cf6-a9b2-1fe919db511c · outbound

This paper cites Rodrigues, Ewerson Luiz de S.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Rodrigues, Ewerson Luiz de S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:21:18.754292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f406597-7422-4d3f-8168-c774e8bc1857 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.735733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad902b42-d496-456f-840c-773cd6535c93 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.701567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4a6fed02-c0ad-4779-96cf-67c032859ea2 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.065219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0212949-6f0b-4e65-b2f2-2cfbd91f59c8 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.633900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 95a1ede3-6fdd-4bb1-ab4e-147fcd59eef4 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.085696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e7071d-a70f-4c10-ad93-d46de385d46b · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.601133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 58c7c28f-31a7-4fcb-b45a-d734b31a7352 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.578199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 758cedf0-c2b1-422f-bc40-70ff90bec852 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.552880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 709ce9ba-eeb1-4c07-b582-418a40a2b46d · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.515564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b8382751-8cfb-4e1b-964f-618c6a0670c2 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.489513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0f6228e0-81db-4890-90e2-547d7423c459 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.452904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7254d01a-6e4f-4d26-8ab4-8d18712a95c8 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.315531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0772de-2161-4c56-9546-c29925dcbe72 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.399653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 61a2cbf4-7a3e-483a-9ba8-324b679dc26d · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.353716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 13bf8ce1-63aa-4734-bb21-5620480f9111 · outbound

This paper cites Subjective and Objective Quality Assessment of Image: A Survey.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Subjective and Objective Quality Assessment of Image: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.401779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80de71df-910d-4b2a-a862-df9a4fc71ca0 · outbound

This paper cites Universal Language Model Fine-tuning for Text Classification.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Universal Language Model Fine-tuning for Text Classification

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.411387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a5132a-5eed-4200-bb0b-6824a5cb39cc · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.328116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 325d2d01-1471-4a09-96cb-e4f59ac9a624 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.308612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7d45892-bd90-4056-b5b5-820b7d8cb4f1 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.268777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ed790d26-9990-406a-b125-0104d15eaf39 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.223757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c44d6a5-a058-4fa4-802d-38877e2c65f3 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.188157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 08fc36e7-b609-4f55-a1b9-773e61eecf13 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.484067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa38f15-f5f1-4104-83b1-e90e536ec8fd · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.132718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b66b1580-48f1-418c-bf9c-1e5e6890a2de · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.107951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6a17019-796f-4ca4-ab2b-5c176a7fdf0a · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.075587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59dab07d-1ba2-421e-a218-60db5ceb6f0b · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:18.032712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 649517ab-70e2-4c51-b3ac-0da80e27ad73 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:17.996673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8526bd40-d127-4104-bd0e-cd5df3f0c4d3 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:17.965706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 294352e7-e87a-462b-9ee8-30f05767ef3a · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:17.939129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a6ee60e7-a2ca-4f93-b5d7-6be00b64d50f · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:17.910283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3243785b-322d-444a-a96a-350201766bf1 · outbound

This paper cites an unresolved cited work.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:17.885743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a5b780b-8446-403c-953f-deb8aea9e9d7 · outbound

This paper cites In Proceedings of the 16th Annual ACM India Compute Conference.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills In Proceedings of the 16th Annual ACM India Compute Conference

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.004425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1425f2c0-466c-489e-bd53-9d58da351045 · outbound

This paper cites Large Language Models in Computer Science Education: A Systematic Literature Review.

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills Large Language Models in Computer Science Education: A Systematic Literature Review

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:17.425198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.