Paper Citation Record · LEDGER

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2411.19554.

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

pith.paper-citation-record.v1
2411.19554 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:06:44.749991Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T17:39:50.547821Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T17:40:26.289529Z

Reference resolution

22 of 22 outbound references displayed

verified exact2
verified fuzzy8
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b89ea4cf-ce8e-49a5-bfd5-7fe5fec52999 · outbound

This paper cites A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:06:44.626267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788a02af-e356-457a-9151-78e7013fca71 · outbound

This paper cites (2024, May).

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs (2024, May)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.614423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3d3b665b-e494-4381-bf79-b1299f8a7399 · outbound

This paper cites S., & Srinivasan, K.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs S., & Srinivasan, K

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.596923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eeb72fb8-00c2-4829-bc1f-b9f053e488ed · outbound

This paper cites & Fung, P.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs & Fung, P

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.579864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a3fce0c3-69bd-4bf8-9d8f-8584bb284fac · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.560235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 41981f51-7681-4be4-a5cc-57fca9e116ad · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:06:44.659708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbc113d9-7555-4bec-930a-db94fe89c522 · outbound

This paper cites Evaluation of Retrieval-Augmented Generation: A Survey.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Evaluation of Retrieval-Augmented Generation: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T10:06:44.667416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1048839b-dc3f-4f1c-aa4a-dc556a88c8ce · outbound

This paper cites (2024, March).

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs (2024, March)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.542573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 83b75193-4db2-4048-99c1-ff0800763161 · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.521717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 014bf745-1590-4649-b6f9-59c3cd0dee87 · outbound

This paper cites D., Wong, R.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs D., Wong, R

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:06:44.686716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca0baa5-fced-4d77-836d-2ce6f5bb7ccc · outbound

This paper cites & Ognibene, D.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs & Ognibene, D

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.496324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2d1438d0-91bf-45a4-8cc4-9237f87bc127 · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.471460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 094324e3-e8a9-4bf0-8165-0ea49bbb360b · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.446309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49edcbad-f86c-4e5f-aa62-f691677403b8 · outbound

This paper cites Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T10:06:44.706743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86a03b32-4a79-4652-9062-e80f09d7f6c3 · outbound

This paper cites Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:06:44.800870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f3533c62-9718-4905-bce5-124f3b3bd300 · outbound

This paper cites & Ognibene, D.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs & Ognibene, D

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.422082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 72a7827b-552b-47e8-92b2-647efdf2e055 · outbound

This paper cites (September 2024).

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs (September 2024)

Reference 17

Resolution: verified exact; raw_fallback, observed 2026-08-12T10:06:45.089063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79902095-65a9-42d7-a714-a646ffbe2850 · outbound

This paper cites (November 2023).

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs (November 2023)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.400394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 390a3d38-f924-487c-8071-143898d88019 · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.379366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5f643d87-78d3-4195-8112-147bff497ef6 · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.356375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d2366ae6-569a-4bbb-9d6d-0a92cbc1f8fa · outbound

This paper cites (2024, September).

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs (2024, September)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:06:45.332678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53479cd7-21a6-4e0b-a185-416076ed0356 · outbound

This paper cites an unresolved cited work.

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:06:45.309059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation bce13187-e4c1-4713-b63b-94dd487d32a7 · inbound

The Personalization Paradox: Semantic Loss vs. Reasoning Gains in Agentic AI Q&A cites this paper.

The Personalization Paradox: Semantic Loss vs. Reasoning Gains in Agentic AI Q&A Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:40:26.291450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.