Paper Citation Record · LEDGER

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory

As of 11 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2607.01659.

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

pith.paper-citation-record.v1
2607.01659 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T05:30:38.520649Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

23 of 23 outbound references displayed

verified exact4
verified fuzzy12
unresolved0
parse uncertain0
malformed identifier3
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 459b22e8-b434-41b7-b122-c0f72d3c3a62 · outbound

This paper cites LSST: From Science Drivers to Reference Design and Anticipated Data Products , journal =.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory LSST: From Science Drivers to Reference Design and Anticipated Data Products , journal =

Reference 1

Resolution: verified exact; doi, observed 2026-07-03T05:37:39.536321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a952a103-e5b4-4e73-b9e2-e29eae4e865a · outbound

This paper cites Guidelines for User Support with the Rubin Community Forum,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Guidelines for User Support with the Rubin Community Forum,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.889435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48d407ee-d0b4-4166-ab98-0f1dbc1f8c76 · outbound

This paper cites Rubin Observatory’s Approach to Providing Sustainable Scientific User Support at Scale,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Rubin Observatory’s Approach to Providing Sustainable Scientific User Support at Scale,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.885521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 89d7deba-c637-43bd-8140-cfc25ada0337 · outbound

This paper cites Rubin Observatory Science Pipelines Developers.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Rubin Observatory Science Pipelines Developers

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:37:39.532554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7050bddd-cc89-4724-a839-6ada75f77b7d · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Retrieval-augmented generation for knowledge-intensive nlp tasks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.894206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2d5bc50c-4ef2-49be-8dc6-8bcbae109a03 · outbound

This paper cites RAG vs finetuning: which is the best tool to boost your LLM ap- plication?.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory RAG vs finetuning: which is the best tool to boost your LLM ap- plication?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.899073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b2d3f4c-250d-4920-87bd-57e6f4d22c28 · outbound

This paper cites P., Bechtol, K., Bellm, E., et al.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory P., Bechtol, K., Bellm, E., et al

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:37:39.530674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e9afb6a1-9ef6-4ee6-8a8a-74382e6c1628 · outbound

This paper cites The Vera C. Rubin Observatory Data Preview 1,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory The Vera C. Rubin Observatory Data Preview 1,

Reference 8

Resolution: malformed identifier; doi_truncated, observed 2026-07-03T05:37:39.527894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c59b01a5-0708-4a95-a3d4-8abee5f2a94d · outbound

This paper cites Data Products Definition Document,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Data Products Definition Document,

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:37:39.545986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4665c53a-dc32-473c-8384-0e9a68b44cad · outbound

This paper cites In: Navarro, R., Cunningham, C.R., Barto, A.A.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory In: Navarro, R., Cunningham, C.R., Barto, A.A

Reference 10

Resolution: malformed identifier; doi_truncated, observed 2026-07-03T05:37:39.541836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f21370d5-673e-46d2-b4d6-1df2c676cf77 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T05:37:39.523482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c29eeb3-4b68-41c5-bdc7-06c5d6c7eff7 · outbound

This paper cites Weaviate.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Weaviate

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.868464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4370a2fb-86e1-4a63-a24a-23e6199b9904 · outbound

This paper cites Langchain,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Langchain,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.871580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9fe8587-e630-4ff2-a692-7fe7ed630b56 · outbound

This paper cites Guidelines for gated updates for SQuaRE services (including Science Platform),.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Guidelines for gated updates for SQuaRE services (including Science Platform),

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.864604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0f300c43-e946-464a-9530-6fd2da58eb99 · outbound

This paper cites Rubin Science Platform on Google: the story so far.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Rubin Science Platform on Google: the story so far

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:37:39.539641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0ed3fe1-2161-4dcd-9d45-2c63280bc7e2 · outbound

This paper cites Recursive retriever and node references.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Recursive retriever and node references

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.875210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 09edc05c-55e7-4077-9242-596877660cc8 · outbound

This paper cites 5 levels of text splitting,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory 5 levels of text splitting,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.880416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3732a6a2-d6a1-4f29-96cf-880c074af384 · outbound

This paper cites Evaluating chunking strategies for retrieval,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Evaluating chunking strategies for retrieval,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.855925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa76046d-8dd1-44f6-9f81-2ee1533480b7 · outbound

This paper cites LangChain: Building applications with LLMs through composability,.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory LangChain: Building applications with LLMs through composability,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.860382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e8c7899-92a4-484c-9252-5c6ee86df158 · outbound

This paper cites New embedding models and api updates.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory New embedding models and api updates

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T13:41:12.850169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fc2b35f7-8f05-4075-a91c-45f473b119c1 · outbound

This paper cites Robertson and Hugo Zaragoza , title =.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Robertson and Hugo Zaragoza , title =

Reference 21

Resolution: metadata mismatch; doi, observed 2026-07-03T05:37:39.548336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ec7b9b77-6a48-469f-9df8-2e40c6cf9ca7 · outbound

This paper cites Sparse, Dense, and Attentional Representations for Text Retrieval.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Sparse, Dense, and Attentional Representations for Text Retrieval

Reference 22

Resolution: verified exact; doi, observed 2026-07-03T05:37:39.532344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f97d4313-2dbe-4b69-830d-36abecfce598 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

Development of a Retrieval-Augmented Generation Virtual Assistant for Enhanced Information Discovery at Rubin Observatory Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 23

Resolution: malformed identifier; local_arxiv, observed 2026-07-03T05:37:39.551801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.