Paper Citation Record · LEDGER

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.03161.

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

pith.paper-citation-record.v1
2608.03161 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:30:31.970081Z

measured 15 of 15 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

15 of 15 outbound references displayed

verified exact7
verified fuzzy1
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1841bddf-2838-4168-8e87-b44da3321686 · outbound

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

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:30.610663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db4cc869-2916-4add-b26b-016e3c7c0aa2 · outbound

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

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:30.658860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c1a24b-8f65-420a-a08c-59af552b9bf1 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Robust Speech Recognition via Large-Scale Weak Supervision

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:30.733653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6701a6e-d554-4a3d-8a91-27cb6783ed9b · outbound

This paper cites Qwen2.5-VL Technical Report.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Qwen2.5-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:30.817525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea10db2-9ca8-4c15-91f7-066a7f8d0331 · outbound

This paper cites BGE large English em- bedding model: BAAI/bge-large-en-v1.5,.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning BGE large English em- bedding model: BAAI/bge-large-en-v1.5,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:30:34.348839Z

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 aa1db834-3dee-4200-b406-743a2b8a7446 · outbound

This paper cites Multi-Modal Knowledge Graph Construction and Application: A Survey.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Multi-Modal Knowledge Graph Construction and Application: A Survey

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:30:33.659808Z

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 19958b50-0d12-4d81-ab14-e5388219c70b · outbound

This paper cites LLM-empowered knowledge graph construction: A survey,.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning LLM-empowered knowledge graph construction: A survey,

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T00:30:33.441628Z

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 dd28972d-5f45-4a75-8863-5bd8ab66156f · outbound

This paper cites Top-down vs. bottom-up approaches for automatic educational knowledge graph construction in CourseMapper,.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Top-down vs. bottom-up approaches for automatic educational knowledge graph construction in CourseMapper,

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T00:30:33.029634Z

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 80bdd945-c0e2-411a-9278-a59121c9a031 · outbound

This paper cites An Optimized Pipeline for Automatic Educational Knowledge Graph Construction.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning An Optimized Pipeline for Automatic Educational Knowledge Graph Construction

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:30:32.784621Z

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 5e92940a-2133-47aa-a8b3-54763de79e9b · outbound

This paper cites A systematic literature review of knowledge graph construction and application in education,.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning A systematic literature review of knowledge graph construction and application in education,

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T00:30:32.565058Z

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 381b2318-a7f7-476b-9142-31892c89e5ca · outbound

This paper cites A Survey of Multimodal Retrieval-Augmented Generation.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning A Survey of Multimodal Retrieval-Augmented Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:31.505780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1bb942-5f37-4ff9-bdb0-fcb189e3b34a · outbound

This paper cites Retrieval-Augmented Generation for Natural Language Processing: A Survey.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Retrieval-Augmented Generation for Natural Language Processing: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:31.629096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b5647d9-3919-41ed-ab3b-cc2ee5a48549 · outbound

This paper cites Text recognition in the wild: A survey,.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Text recognition in the wild: A survey,

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T00:30:32.390166Z

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 3c0ea394-f171-4deb-981a-7ae6f28f3e7c · outbound

This paper cites Video question answering: A survey of the state-of-the-art,.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Video question answering: A survey of the state-of-the-art,

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:30:34.055258Z

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 b09a8844-3243-496f-92a4-a266834681ac · outbound

This paper cites Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:30:32.192735Z

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.