Paper Citation Record · LEDGER

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.06527.

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

pith.paper-citation-record.v1
2607.06527 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact2
verified fuzzy3
unresolved4
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a17ff8b-618b-4903-b5cf-20e04bf70e43 · outbound

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

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T03:04:28.358843Z

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 7878b986-7cfb-4f5d-8bc1-a3d3db5ede27 · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 2

Resolution: malformed identifier; doi_truncated, observed 2026-07-08T03:04:28.349395Z

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 8e9468d1-b7b6-4400-927d-1932803749b6 · outbound

This paper cites Saxena, A., Tripathi, A., and Talukdar, P.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Saxena, A., Tripathi, A., and Talukdar, P

Reference 3

Resolution: verified exact; doi, observed 2026-07-08T03:04:28.353827Z

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 ecd1eb11-e629-42a1-9ece-2858f4d5cad6 · outbound

This paper cites Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-08T03:04:28.399466Z

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 fc7d49e0-12d7-4fb6-b9c2-9f55729162e5 · outbound

This paper cites Chalkidis, A.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Chalkidis, A

Reference 5

Resolution: metadata mismatch; doi, observed 2026-07-08T03:04:28.345255Z

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 40db196a-5fa4-406d-b5eb-917489f1ffe5 · outbound

This paper cites currently aligned with relationr t; upon observing nodev t, realign withr t+1.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation currently aligned with relationr t; upon observing nodev t, realign withr t+1

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:04:28.421732Z

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 38b70581-e15d-4a52-83b6-597a26975b49 · outbound

This paper cites an unresolved cited work.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-07-08T03:04:28.419580Z

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 bc1bf265-d89e-4ff2-8e02-989960450fa4 · outbound

This paper cites an unresolved cited work.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-07-08T03:04:28.426458Z

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 0b0ea73d-be90-46fa-a515-e8ad6e544859 · outbound

This paper cites an unresolved cited work.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-08T03:04:28.424149Z

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 87e34fac-bff6-4652-bc68-8e49d7f079b6 · outbound

This paper cites We evaluateQwen3-8BandLLaMA3.1-8Busing zero-shot prompting to establish a baseline for pure LLM reasoning capability.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation We evaluateQwen3-8BandLLaMA3.1-8Busing zero-shot prompting to establish a baseline for pure LLM reasoning capability

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:04:28.429301Z

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 d38aef22-2b54-4127-8222-7fc841a86cf1 · outbound

This paper cites an unresolved cited work.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-08T03:04:28.433691Z

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 618b4586-78dc-468c-a122-0b227e0dc50c · outbound

This paper cites Inception.

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation Inception

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:04:28.431480Z

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.

Pith citing papers

No inbound Pith citation observations are available.