Paper Citation Record · LEDGER

DoTA-RAG: Dynamic of Thought Aggregation RAG

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.12571.

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

pith.paper-citation-record.v1
2506.12571 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:51:54.975244Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d34719a3-f8b5-4be9-85dd-3f2465f6f7e0 · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:51:55.789526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34887f15-af27-46d3-92ae-d78c678857f9 · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:51:55.764026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af8b2b02-c61d-4735-8a2a-d4373cc1a098 · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.868966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb9a011-e8f4-4135-ae2d-11cc2ed9626f · outbound

This paper cites Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana.

DoTA-RAG: Dynamic of Thought Aggregation RAG Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.875979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f74dd5ec-5e5e-4844-9dee-b7969b8c7787 · outbound

This paper cites Precise Zero-Shot Dense Retrieval without Relevance Labels.

DoTA-RAG: Dynamic of Thought Aggregation RAG Precise Zero-Shot Dense Retrieval without Relevance Labels

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.884155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4a0b94-d82b-47ed-b352-bdb7c329775b · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.889951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 062b8694-be7c-4e8e-b9fd-c4c4433db651 · outbound

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

DoTA-RAG: Dynamic of Thought Aggregation RAG Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.895279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6bfc44-cfdf-45c3-8623-2375fd8d6f6d · outbound

This paper cites ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.

DoTA-RAG: Dynamic of Thought Aggregation RAG ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.901228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49d31560-666c-4546-be74-f2036c2a2920 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

DoTA-RAG: Dynamic of Thought Aggregation RAG Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.906538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3bbf96-df8f-4d5d-882b-ff28957f8c43 · outbound

This paper cites From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL.

DoTA-RAG: Dynamic of Thought Aggregation RAG From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.912429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c384886f-ba0b-457c-9755-c5714e59b167 · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:51:55.730372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39aeb299-37ce-4764-8876-65ec6f5bd5a8 · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.925863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852e81a5-fca6-4483-8ac6-de95b062edd6 · outbound

This paper cites an unresolved cited work.

DoTA-RAG: Dynamic of Thought Aggregation RAG Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.933277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cd683fe-4ee7-4d92-b685-68ecdad99152 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

DoTA-RAG: Dynamic of Thought Aggregation RAG Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.944506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472a1815-439f-4d67-baf3-5f82f6903601 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

DoTA-RAG: Dynamic of Thought Aggregation RAG Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.953959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb0f46f-0610-4c4e-8230-211426663747 · outbound

This paper cites Organize the Web: Constructing Domains Enhances Pre-Training Data Curation.

DoTA-RAG: Dynamic of Thought Aggregation RAG Organize the Web: Constructing Domains Enhances Pre-Training Data Curation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.960315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce92976e-42f4-462c-8a05-bdbab0bf8f45 · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

DoTA-RAG: Dynamic of Thought Aggregation RAG Chain of Draft: Thinking Faster by Writing Less

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.969285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2950c1cb-f980-45f2-ae93-a6ccc86e9587 · outbound

This paper cites Arctic-Embed 2.0: Multilingual Retrieval Without Compromise.

DoTA-RAG: Dynamic of Thought Aggregation RAG Arctic-Embed 2.0: Multilingual Retrieval Without Compromise

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.975244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.