Paper Citation Record · LEDGER

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

As of 15 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.11683.

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

pith.paper-citation-record.v1
2607.11683 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T03:54:25.442674Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e313dbbc-28e0-46b1-a881-49b9e8eaa4ea · outbound

This paper cites L ight RAG : Simple and Fast Retrieval-Augmented Generation.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM L ight RAG : Simple and Fast Retrieval-Augmented Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667ec1f8-ac31-4160-aa41-f91149c0f0cf · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b62d2f9-c746-4c7e-83dc-3c3f74f9cd56 · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9311b95c-8df6-4e68-8252-16bc643b9171 · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22ca7c85-f696-4e64-a2d0-c9e60adf6722 · outbound

This paper cites Wikontic: Constructing W ikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Wikontic: Constructing W ikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396ea7a5-94b3-47fa-8ea2-f73704406f0e · outbound

This paper cites When to use Graphs in.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM When to use Graphs in

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d12c51-9264-4db2-a441-17f648461bde · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd56c07f-1cb3-4ba6-81df-05a3397b642f · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7022d6bd-79b5-4177-b5af-febd78e63357 · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94224ad3-41c2-420f-ab58-826968132bc3 · outbound

This paper cites A Call for Clarity in Reporting.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM A Call for Clarity in Reporting

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20c089b-12ee-4bd4-8e2d-3c1a11cbe99e · outbound

This paper cites doi:10.5281/zenodo.5371628 , url =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM doi:10.5281/zenodo.5371628 , url =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3171e3fc-78e9-437b-80b6-8aa630433b9e · outbound

This paper cites Hugging Face Datasets , howpublished =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Hugging Face Datasets , howpublished =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45e67ff-1159-4b05-a7bb-8600c3847ac1 · outbound

This paper cites Hugging Face Datasets , howpublished =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Hugging Face Datasets , howpublished =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee69e09f-3f11-409b-a90e-c9c1d111f567 · outbound

This paper cites R agu T eam at S em E val-2026 Task 8: Meno and F riends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM R agu T eam at S em E val-2026 Task 8: Meno and F riends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04fe6369-a03a-4f0e-8d0b-ebb529fca081 · outbound

This paper cites MERA : A Comprehensive LLM Evaluation in R ussian.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM MERA : A Comprehensive LLM Evaluation in R ussian

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b130a47-8daa-460a-bdbd-d9970004fe7f · outbound

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

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Retrieval-Augmented Generation for Knowledge-Intensive

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f4b08c-5107-43b1-b22e-c7721ceb1156 · outbound

This paper cites 2024 , eprint=.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM 2024 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6e8f551-5d38-4ec4-adc4-d7e4a8fe288a · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c07322-ac15-4d2f-b53a-4e3198efa02c · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17f5896-e29c-4109-b2d2-dea412b90c33 · outbound

This paper cites 2023 , pages =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM 2023 , pages =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b03421-2c20-4e78-b004-cb1c64b89792 · outbound

This paper cites Transactions of the Association for Computational Linguistics.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Transactions of the Association for Computational Linguistics

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b7dbdb8-b842-4bd8-b297-248154fff2a7 · outbound

This paper cites Proceedings of the 28th International Conference on Computational Linguistics.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Proceedings of the 28th International Conference on Computational Linguistics

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae21961d-12aa-4fd2-ae5b-d3006295107f · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b557695-ecd4-42eb-aa1f-472a8c6ee39b · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Transactions of the Association for Computational Linguistics , volume =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b78f511-64aa-4b5a-96e3-c833c0e0d885 · outbound

This paper cites Doklady Mathematics , year=.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Doklady Mathematics , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bed70be-43d9-468f-90cb-e55756aeaa6c · outbound

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

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57c1534-56f7-4589-a1cf-1d1c9fd36719 · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f22d2893-ac35-4543-adc3-f4cdd71f6c03 · outbound

This paper cites 2025 , isbn =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM 2025 , isbn =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2f7f1d5-8fef-4e23-bba7-bb64b380bcc9 · outbound

This paper cites 2025 , issue_date =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM 2025 , issue_date =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a162b577-d4c4-44ad-93e4-e6878f84aed5 · outbound

This paper cites Language Models are Few-Shot Learners , url =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Language Models are Few-Shot Learners , url =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b12dd472-444c-4ecc-8873-27193e7a8d89 · outbound

This paper cites TAPE : Assessing Few-shot R ussian Language Understanding.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM TAPE : Assessing Few-shot R ussian Language Understanding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d994f5-c453-4940-a298-f75bec0c6656 · outbound

This paper cites Long Context Benchmark for the R ussian Language.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Long Context Benchmark for the R ussian Language

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 768b7520-dae3-44d2-bc7e-2a423d0b6414 · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f64a8a1-10e8-452d-871b-5d3eb3381723 · outbound

This paper cites an unresolved cited work.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c746d112-b3e2-47da-b134-d96ee9436a48 · outbound

This paper cites GitHub repository , year=.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM GitHub repository , year=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09f7c4ee-0a4b-4c2f-90f0-9430828f30d2 · outbound

This paper cites , journal=.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM , journal=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b986e68-5efd-4e37-b1af-4434e946faa1 · outbound

This paper cites and Zhang, Hao and Stoica, Ion , booktitle =.

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM and Zhang, Hao and Stoica, Ion , booktitle =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-14T03:54:25.442674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.