Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:56:14.294304Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2605.00845.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:56:14.294304Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7f7c8db5-b2a1-4905-a409-62f2fdc3eb5f · outbound
Graph Query Generation with Constraint-guided Large Language Agents The onegraph vision: Challenges of breaking the graph model lock-in
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a319aa5e-28a8-4299-85c1-9cecdae17e5d · outbound
Graph Query Generation with Constraint-guided Large Language Agents Multilayer graphs: a unified data model for graph databases
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cf3994bb-ec18-452e-a652-bf555cbeb59b · outbound
Graph Query Generation with Constraint-guided Large Language Agents Bridging graph data models: RDF, RDF-star, and property graphs as directed acyclic graphs
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fed2ea17-fe1d-4b84-a6da-e8684fddf658 · outbound
Graph Query Generation with Constraint-guided Large Language Agents opencypher over rdf: Connecting two worlds
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eb05d042-64a3-4453-8759-1075bb238bac · outbound
Graph Query Generation with Constraint-guided Large Language Agents Beyond iid: three levels of generalization for question answering on knowledge bases
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation acfd3535-cf62-41d0-8fc6-94e44b139d4a · outbound
Graph Query Generation with Constraint-guided Large Language Agents The value of semantic parse labeling for knowledge base question answering
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c71dd555-077e-4958-b13f-1a7f9b138e80 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Graph databases: Neo4j analysis
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf18e40f-79ed-43b8-b8c3-23eb61879a05 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Compositional semantic parsing with large language models
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c580a333-fdce-4bc5-af32-31611926eb3f · outbound
Graph Query Generation with Constraint-guided Large Language Agents FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 170cc808-a2db-4b89-b38e-5218616f545e · outbound
Graph Query Generation with Constraint-guided Large Language Agents RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 34e2c2f8-df72-4c55-a519-efbc273b4e42 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Bring your own kg: Self-supervised program synthesis for zero-shot kgqa
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c393ff1-072f-4676-8956-8958dde1d5cf · outbound
Graph Query Generation with Constraint-guided Large Language Agents Don’t generate, discriminate: A proposal for grounding language models to real-world environ- ments
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d739db1-d0c0-40bf-a7ad-0ebfff89cc24 · outbound
Graph Query Generation with Constraint-guided Large Language Agents TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 60c4ed4e-f87d-4b85-a607-4a66236b8f42 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Comprehensive analysis of freebase and dataset creation for robust evaluation of knowledge graph link prediction models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aaf7076a-9123-4b60-9cfc-9da792775512 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Sgpt: a generative approach for sparql query generation from natural language questions
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cd8ced00-b212-478e-b13d-a364717d7f3d · outbound
Graph Query Generation with Constraint-guided Large Language Agents Code-style in- context learning for knowledge-based question answering
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4c7ff0b2-c49b-420b-b5e9-8617eb5e7845 · outbound
Graph Query Generation with Constraint-guided Large Language Agents A comprehensive evaluation of neural sparql query generation from natural language questions
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c545f943-ebf5-4c25-aa95-c79fcd72ca06 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Graphq ir: Unifying the semantic parsing of graph query languages with one intermediate representation
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 363fa7b1-b5a7-49f0-bef4-9e61ec4a90d8 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Query reformulation with constraints
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 589543c8-3bd8-46ff-8bf7-287755ad4f5c · outbound
Graph Query Generation with Constraint-guided Large Language Agents Knowledge graph- augmented language models for complex question answering
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 94081b86-a75b-4810-8f2a-7122c00ee80b · outbound
Graph Query Generation with Constraint-guided Large Language Agents Graphlingo: Domain knowledge exploration by synchronizing knowledge graphs and large language models
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aa09bb4f-4bb8-4462-916d-8bf9aecb96e7 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Graph chain-of-thought: Augmenting large language models by reasoning on graphs
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f10befd-bbc6-4d91-8c14-dc09988e86ee · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6c797379-54d0-4a25-b29c-3f8bdb9a1492 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Towards holistic entity linking: Survey and directions
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 23bd5fdb-123c-411f-936a-9ce14ebf788e · outbound
Graph Query Generation with Constraint-guided Large Language Agents A review on fact extraction and verification
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c59969ba-457f-4738-ad3f-6f4422ffeaee · outbound
Graph Query Generation with Constraint-guided Large Language Agents Graph query generation with constraint- guided large language agents
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0f9b3f8f-2c9b-462d-a3b3-3e8edfcac297 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Question answering over knowledge graphs: question understanding via template decomposition
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2949bc18-8439-4b66-acfe-4495dd4e69dd · outbound
Graph Query Generation with Constraint-guided Large Language Agents On generating characteristic-rich question sets for QA evaluation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 772ae8e1-f952-4af6-aeaa-a910bc4fce5b · outbound
Graph Query Generation with Constraint-guided Large Language Agents Arcaneqa: Dynamic program induction and contextualized encoding for knowledge base question answer- ing
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d7e3c8e7-928b-4751-a6de-e92ebb4b2e01 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Pangu github issue: Compute resources
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f2053aef-fc49-473a-b92f-90a3e04f8284 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Case-based reasoning for natural language queries over knowledge bases
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 844efcb8-362f-495d-b27c-ed76ba1fc4d7 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Query graph generation for answering multi-hop complex questions from knowledge bases
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6bd05ba5-1a63-46d7-85c6-a6d95b474f76 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Rng- kbqa: Generation augmented iterative ranking for knowledge base question answering
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2b8e52ba-91f7-4393-b7b1-abc4e3f3d686 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Improv- ing multi-hop knowledge base question answering by learning intermediate supervision signals
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 255c76af-d32a-48b6-a918-506ea3aa548a · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unikgqa: Unified retrieval and reasoning for solving multi-hop question answering over knowledge graph
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06fd92cf-8827-47f2-b378-a1b9db22d4fd · outbound
Graph Query Generation with Constraint-guided Large Language Agents Structgpt: A general framework for large language model to reason over structured data
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b9bd371a-7bf6-4600-9bce-73e4ccf2e272 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Reasoning on graphs: Faithful and interpretable large language model reasoning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 39be6cb1-d4f9-4b1d-a5da-6d92f65634a1 · outbound
Graph Query Generation with Constraint-guided Large Language Agents G-retriever: Retrieval-augmented generation for textual graph understanding and question an- swering
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63493620-406f-46d2-9db9-bafe0e80aa46 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b2b51c07-b6e5-4542-ae1e-bb88a1688781 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 08ba4d1c-b8e3-4c47-a618-0122ab40e4a6 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab7cbbfc-85e6-4231-9ee7-be195b929eaf · outbound
Graph Query Generation with Constraint-guided Large Language Agents For properties/at- tributes, use the format m
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9e81ce56-86fe-40f1-810c-c11cc040d450 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3ea8a950-ca4d-4ecc-8481-c28b9183145a · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 86eb8890-70c8-47b2-b5a4-2208a6659897 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 27feb486-1a60-4fed-9abe-dc708500a7c6 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Input: {NL Query}, {Extracted Entities}, {Constraints} Output: {Cypher query} C
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a5bfa4ed-e7a7-4282-bbbc-05554c82a43a · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ca570c34-325b-4c2e-bdee-12e3085dc754 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0cd0e243-06d6-4ebc-b6ae-a0547a07b346 · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8749a96a-9d5c-4c48-bd79-3cb2bcab5d3c · outbound
Graph Query Generation with Constraint-guided Large Language Agents Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a9478967-35ac-4385-9ae0-328842ec6a75 · outbound
Graph Query Generation with Constraint-guided Large Language Agents {NL query}
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
No inbound Pith citation observations are available.