Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T04:36:20.033419Z
Paper Citation Record · LEDGER
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
As of 14 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 2 inbound Pith citation observations for arXiv:2412.18702.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T18:51:44.720866Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T22:27:26.272978Z
Reference resolution
69 of 69 outbound references displayed
- verified exact1
- verified fuzzy49
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b46b36ab-33f7-4631-be0e-576fc5651e12 · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.564259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 390892e4-bf89-4367-b058-38c7f099a355 · outbound
This paper cites Wikidata: a free collaborative knowledgebase.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Wikidata: a free collaborative knowledgebase
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.581463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 82c9a3ee-4d2c-4acc-b321-eda4f4404fa8 · outbound
This paper cites Semantic parsing on Freebase from question-answer pairs.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Semantic parsing on Freebase from question-answer pairs
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.559028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4be9a8f6-88a5-42f2-9edc-9ab2487bc208 · outbound
This paper cites OpenDialKG: Explainable conversational reasoning with attention-based walks over knowledge graphs.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era OpenDialKG: Explainable conversational reasoning with attention-based walks over knowledge graphs
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.535418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f187ec0f-9ba6-4747-916c-aad283d85600 · outbound
This paper cites Lc-quad 2.0: A large dataset for complex question answering over wikidata and dbpedia.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Lc-quad 2.0: A large dataset for complex question answering over wikidata and dbpedia
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.516206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0d72f340-f1c0-40c7-8fec-b079f07261d7 · outbound
This paper cites Beyond iid: three levels of generalization for question answering on knowledge bases.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Beyond iid: three levels of generalization for question answering on knowledge bases
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.494660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b94c5325-87f8-4dec-918e-6e3d0cfbadb0 · outbound
This paper cites KQA pro: A dataset with explicit compositional programs for complex question answering over knowledge base.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era KQA pro: A dataset with explicit compositional programs for complex question answering over knowledge base
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.473437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 30c17234-2bdd-4af2-8d64-c60c0de6dfc4 · outbound
This paper cites Graph Retrieval-Augmented Generation: A Survey.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Graph Retrieval-Augmented Generation: A Survey
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.614196Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ad84639-9209-4036-ba5b-0f1eb6a18cc2 · outbound
This paper cites FactKG: Fact verification via reasoning on knowledge graphs.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era FactKG: Fact verification via reasoning on knowledge graphs
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.451266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 780edcca-660d-444f-8242-25c3576b3a92 · outbound
This paper cites Freebase: a collaboratively created graph database for structuring human knowledge.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Freebase: a collaboratively created graph database for structuring human knowledge
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.629756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db836688-4f97-4f59-9df8-f241caa0c957 · outbound
This paper cites Yago: a core of semantic knowl- edge.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Yago: a core of semantic knowl- edge
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.407495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b682e943-97a0-4bc4-b659-280d4e3bfdce · outbound
This paper cites Dbpedia–a large- scale, multilingual knowledge base extracted from wikipedia.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Dbpedia–a large- scale, multilingual knowledge base extracted from wikipedia
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.377333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f830f748-b389-4c28-9e77-cc865917cb22 · outbound
This paper cites Direct fact retrieval from knowledge graphs without entity linking.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Direct fact retrieval from knowledge graphs without entity linking
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.357398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9ab99867-4496-4d9d-b312-4e305816f98b · outbound
This paper cites LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.653752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28b6d35a-38e8-490e-95c5-7f3045c7d80c · outbound
This paper cites GraphQ IR: Unifying the semantic parsing of graph query languages with one intermediate representation.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era GraphQ IR: Unifying the semantic parsing of graph query languages with one intermediate representation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.332191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 59b327f0-9ea1-4445-b7d1-ec3056431792 · outbound
This paper cites Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.672864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e8c3c64-8f64-4964-b3f7-c11b75dc1fcd · outbound
This paper cites Sparqlgen: One-shot prompt-based approach for sparql query generation.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Sparqlgen: One-shot prompt-based approach for sparql query generation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.309910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2b75f012-96ff-4231-b0e7-1841bbf375e8 · outbound
This paper cites Modern baselines for sparql semantic parsing.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Modern baselines for sparql semantic parsing
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.282391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7d08b190-03fc-4133-9458-3f993a87cec3 · outbound
This paper cites A knowledge graph to interpret clinical proteomics data.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era A knowledge graph to interpret clinical proteomics data
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.255921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 64ddb958-54a7-4733-9d9e-d7b809d05a00 · outbound
This paper cites Systematic integration of biomedical knowledge prioritizes drugs for repurposing.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Systematic integration of biomedical knowledge prioritizes drugs for repurposing
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.222959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 32ff121d-2bc8-4b64-91b0-e598d23098cb · outbound
This paper cites Falcon 2.0: An entity and relation linking tool over wikidata.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Falcon 2.0: An entity and relation linking tool over wikidata
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.195636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2bd608c8-c849-41bb-8915-3bb6ca2f0075 · outbound
This paper cites Calibrated seq2seq models for efficient and generalizable ultra-fine entity typing.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Calibrated seq2seq models for efficient and generalizable ultra-fine entity typing
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.164316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a9d7ca68-bfb0-4555-9184-4c5138a66c8f · outbound
This paper cites Reasoning on graphs: Faithful and interpretable large language model reasoning.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Reasoning on graphs: Faithful and interpretable large language model reasoning
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.137725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2d277233-82cd-4bd8-af61-2b4fa9d37222 · outbound
This paper cites Decaf: Joint decoding of answers and logical forms for question answering over knowledge bases.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Decaf: Joint decoding of answers and logical forms for question answering over knowledge bases
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.116653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2bce0076-d3ab-4474-ab12-5529935ae994 · outbound
This paper cites Unikgqa: Unified retrieval and reasoning for solving multi-hop question answering over knowledge graph.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Unikgqa: Unified retrieval and reasoning for solving multi-hop question answering over knowledge graph
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.092042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cd70df2d-fb12-4e06-9a1c-df71b423f431 · outbound
This paper cites Semantic parsing via paraphrasing.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Semantic parsing via paraphrasing
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.066313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 803f8ba2-4f6b-4da2-a4f3-dca828ec4262 · outbound
This paper cites Semantic parsing via staged query graph generation: Question answering with knowledge base.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Semantic parsing via staged query graph generation: Question answering with knowledge base
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.046971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4cb64682-6b80-4a1e-b9b7-e25255ca6b05 · outbound
This paper cites Few-shot in- context learning on knowledge base question answering.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Few-shot in- context learning on knowledge base question answering
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:21.026176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 24ff50b4-6fd5-4637-a8dd-e867c1ac840a · outbound
This paper cites On generating characteristic-rich question sets for QA evaluation.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era On generating characteristic-rich question sets for QA evaluation
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.990693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b6bfee61-908e-4f42-b646-5e1191176bae · outbound
This paper cites Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL task.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL task
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.966718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 37a4e9b2-ab1f-4e32-88e4-fe4d5bb45f09 · outbound
This paper cites Introducing the property graph index: A powerful new way to build knowledge graphs with llms, 2023.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Introducing the property graph index: A powerful new way to build knowledge graphs with llms, 2023
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.947410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ccfbd809-e656-4a58-b17c-1ed90af04e15 · outbound
This paper cites Question answering over Freebase with multi- column convolutional neural networks.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Question answering over Freebase with multi- column convolutional neural networks
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.928926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e3ec0c99-f38c-4f98-b4c7-69cdc761669b · outbound
This paper cites UniK-QA: Unified representations of structured and unstructured knowledge for open-domain question answering.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era UniK-QA: Unified representations of structured and unstructured knowledge for open-domain question answering
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.908582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0bea7951-4f38-4d06-90c4-ec0218befd2c · outbound
This paper cites Beyond ned: fast and effective search space reduction for complex question answering over knowledge bases.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Beyond ned: fast and effective search space reduction for complex question answering over knowledge bases
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.888169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e714d2d4-6558-46c9-8bf6-1eed3296fac5 · outbound
This paper cites Conversational question answer- ing on heterogeneous sources.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Conversational question answer- ing on heterogeneous sources
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.865394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b940a5e-c942-4af5-af76-438ddddef6f6 · outbound
This paper cites Explainable conversational ques- tion answering over heterogeneous sources via iterative graph neural networks.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Explainable conversational ques- tion answering over heterogeneous sources via iterative graph neural networks
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.847155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 75c33aeb-f75a-4deb-91d5-8d75e3c2b0c7 · outbound
This paper cites Multi-hop Question Answering under Temporal Knowledge Editing.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Multi-hop Question Answering under Temporal Knowledge Editing
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.832133Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d600d22-dc74-4a22-8e80-a568987fdaee · outbound
This paper cites Subgraph retrieval enhanced model for multi-hop knowledge base question answering.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Subgraph retrieval enhanced model for multi-hop knowledge base question answering
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.828781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 152cd006-01e6-4673-b722-ecdd84b81894 · outbound
This paper cites QA- GNN: Reasoning with language models and knowledge graphs for question answering.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era QA- GNN: Reasoning with language models and knowledge graphs for question answering
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.803000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 21b80951-7768-4705-a76f-9c90b590d90d · outbound
This paper cites Scalable multi-hop relational reasoning for knowledge-aware question answering.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Scalable multi-hop relational reasoning for knowledge-aware question answering
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.786174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5ec3a36e-0e28-4109-8c73-27eaf117acfe · outbound
This paper cites STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.855539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db3733bd-6ac0-411f-a341-fbeeac1ee04c · outbound
This paper cites Open domain question answering with a unified knowledge interface.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Open domain question answering with a unified knowledge interface
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.762997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 967ffa22-3e51-4cdd-b074-1a97d37d26db · outbound
This paper cites Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.867331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d8e8a83-dc1f-45f7-9423-bfd971922985 · outbound
This paper cites KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.873318Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ccd93b0-0f93-4ece-b12c-4d51cddad974 · outbound
This paper cites The web as a knowledge-base for answering complex questions.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era The web as a knowledge-base for answering complex questions
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.743020Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a4902c6f-91a7-4c4a-8f1d-ec30203a91c5 · outbound
This paper cites Formal query building with query structure prediction for complex question answering over knowledge base.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Formal query building with query structure prediction for complex question answering over knowledge base
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.716447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 669bfa62-6050-468f-abb9-13101388beaa · outbound
This paper cites Langchain.https://github.com/langchain-ai/langchain, October 2022.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Langchain.https://github.com/langchain-ai/langchain, October 2022
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.690245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4586cd78-7a74-4d0a-aa62-25a62256dc5f · outbound
This paper cites SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.897346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 152d8752-ccdf-479b-b884-c47495d6b7ce · outbound
This paper cites Fine-tuned LLMs know more, hallucinate less with few-shot sequence-to- sequence semantic parsing over Wikidata.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Fine-tuned LLMs know more, hallucinate less with few-shot sequence-to- sequence semantic parsing over Wikidata
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.671463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8190a1ca-8a73-4b11-88e0-e89c1fcaa97f · outbound
This paper cites SPINACH: SPARQL-based information navigation for challenging real-world questions.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era SPINACH: SPARQL-based information navigation for challenging real-world questions
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.652544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b63483d4-ae2e-45b2-b3e3-2b61fcda2608 · outbound
This paper cites UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.915547Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbe16ddf-a16b-4378-8f94-6c3269d63332 · outbound
This paper cites Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.922382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4ef8f81-e12c-4d55-a66b-eab63849e7e5 · outbound
This paper cites $R^3$-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era $R^3$-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.927440Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2e22928-8c12-424a-845f-ded753f0d491 · outbound
This paper cites Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.933447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb85b335-c738-41c1-a0b2-03cabd9022cb · outbound
This paper cites Spcql: A semantic pars- ing dataset for converting natural language into cypher.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Spcql: A semantic pars- ing dataset for converting natural language into cypher
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.617491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b26cbac7-179b-45e4-9b30-46055825bbab · outbound
This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.943936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a8f1656-49d1-4fcf-bf8e-2eefbf93d632 · outbound
This paper cites an unresolved cited work.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:36:20.578286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 382a7a9b-211f-4ff3-805c-fb4eca545944 · outbound
This paper cites SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.958228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d553b32e-c950-470f-8dd8-825e096601df · outbound
This paper cites Variational reasoning for question answering with knowledge graph.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Variational reasoning for question answering with knowledge graph
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.560680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2f4d2b4a-16ba-42f3-87e3-708584a04ada · outbound
This paper cites Introducing the neo4j text2cypher (2024) dataset, November 2024.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Introducing the neo4j text2cypher (2024) dataset, November 2024
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.544013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation babce208-7544-4fdc-aaf5-4954a5b61a62 · outbound
This paper cites Reconciliation of RDF* and Property Graphs.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Reconciliation of RDF* and Property Graphs
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.979025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ea503f2-0ea1-4765-9a9b-7d4d9378e2cd · outbound
This paper cites Rdf data in property graph model.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Rdf data in property graph model
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.518149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 629e2df2-b23d-4aa1-8700-17118ce72612 · outbound
This paper cites S2x: graph-parallel querying of rdf with graphx.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era S2x: graph-parallel querying of rdf with graphx
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.488451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 428b49d0-419f-4064-9cf6-b60999b1c1fe · outbound
This paper cites Mapping rdf databases to property graph databases.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Mapping rdf databases to property graph databases
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.459733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation eb7cfa44-2d4e-42be-b0ce-04b7c448b5c4 · outbound
This paper cites Mapping RDF Graphs to Property Graphs.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Mapping RDF Graphs to Property Graphs
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T04:36:20.095620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dad8cc67-9ff9-4e76-b24e-73074e0f6d59 · outbound
This paper cites Rdf and property graphs interoperabil- ity: Status and issues.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Rdf and property graphs interoperabil- ity: Status and issues
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.440887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f8688d36-9589-4d3e-8ff8-bf9c7f558606 · outbound
This paper cites Kgtk: a toolkit for large knowl- edge graph manipulation and analysis.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Kgtk: a toolkit for large knowl- edge graph manipulation and analysis
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.424252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1f8ed8af-c5c3-4b87-a263-bbb3aae4ff9c · outbound
This paper cites Rhaenys Targaryen.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Rhaenys Targaryen
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T04:36:20.402627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cd430760-6b09-428f-8e75-87c64dc9c8b0 · outbound
This paper cites an unresolved cited work.
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Unresolved cited work
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:36:19.799339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 4f10befd-bbc6-4d91-8c14-dc09988e86ee · inbound
Graph Query Generation with Constraint-guided Large Language Agents cites this paper.
Graph Query Generation with Constraint-guided Large Language Agents CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:50:59.875958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d9fa54a2-863c-43c9-94e0-c19e13f0d605 · inbound
PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems cites this paper.
PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T22:27:26.274685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.