Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:30:42.532523Z
Paper Citation Record · LEDGER
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework
As of 20 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2509.04770.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
10 of 10 outbound references displayed
- verified exact0
- verified fuzzy6
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 69299512-47d9-4339-b767-0a986f96dd85 · outbound
This paper cites A review: Knowledge reasoning over knowledge graph[J].
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework A review: Knowledge reasoning over knowledge graph[J]
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:30:42.703417Z
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 9f28a91d-13f6-403c-843d-8b8988a3054c · outbound
This paper cites A comprehensive survey on automatic knowledge graph construction[J].
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework A comprehensive survey on automatic knowledge graph construction[J]
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:30:42.687521Z
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 ee37a4db-7948-4327-b595-ccf11477a9ae · outbound
This paper cites Construction and application of a knowledge graph[J].
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework Construction and application of a knowledge graph[J]
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:30:42.672630Z
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 ee8668f2-a93f-4f6b-a6ca-ea2b34a09a5e · outbound
This paper cites Multi-hop Reading Comprehension through Question Decomposition and Rescoring.
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:30:42.502748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc43e4b6-844a-4d1f-9950-320fef9a93ca · outbound
This paper cites A decomposition algorithm to solve the multi-hop peer-to-peer ride-matching problem[J].
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework A decomposition algorithm to solve the multi-hop peer-to-peer ride-matching problem[J]
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:30:42.657777Z
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 9d059f58-2608-41e9-9e38-bf20ec5b40e4 · outbound
This paper cites Distributed estimation based on multi-hop subspace decomposition[J].
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework Distributed estimation based on multi-hop subspace decomposition[J]
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:30:42.643361Z
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 3dc58dd3-c447-49ee-84fb-a0e4913d8cd4 · outbound
This paper cites A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges.
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:30:42.518888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7977e0ca-1cae-4009-b74a-9703c2e7fa1b · outbound
This paper cites The state of the art in open domain complex question answering: a survey[J].
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework The state of the art in open domain complex question answering: a survey[J]
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:30:42.627825Z
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 84ec7811-e92c-45d8-8a58-4f0c1a2b7c28 · outbound
This paper cites A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions.
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:30:42.527948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 259ed0ab-b7cc-4627-b52b-5e02659de068 · outbound
This paper cites MultiModalQA: Complex Question Answering over Text, Tables and Images.
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework MultiModalQA: Complex Question Answering over Text, Tables and Images
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:30:42.532523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.