Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T15:00:43.760637Z
Paper Citation Record · LEDGER
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning
As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2604.12487.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T15:21:32.992189Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact2
- verified fuzzy7
- unresolved2
- parse uncertain0
- malformed identifier1
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 35b25d4f-b1e1-497b-ad4f-ec0abc8b3a44 · outbound
This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T15:48:34.842623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da2e1a19-bdd0-4e7d-8302-ce6a4d5fa5e8 · outbound
This paper cites InFindings of the Association for Computational Linguistics ACL 2024, pages 4275–4295.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning InFindings of the Association for Computational Linguistics ACL 2024, pages 4275–4295
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.754050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 99e7d018-49cf-447c-b9c6-bc4b0e0b20de · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T11:21:01.877345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ae8d8f82-da06-4d18-8a5e-3d013eb8e54d · outbound
This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning From System 1 to System 2: A Survey of Reasoning Large Language Models
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T01:36:24.737756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9b91a723-09d0-4367-867e-33e92c49060a · outbound
This paper cites InProceedings of the 2018 Con- ference on Empirical Methods in Natural Language Processing, pages 3243–3253.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning InProceedings of the 2018 Con- ference on Empirical Methods in Natural Language Processing, pages 3243–3253
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.751442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 67ce21fe-4ec4-4f71-9a46-95ad3feb0067 · outbound
This paper cites InProceedings of the 63rd Annual Meeting of the Association for Computational Lin- guistics (Volume 1: Long Papers), pages 15269– 15284.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning InProceedings of the 63rd Annual Meeting of the Association for Computational Lin- guistics (Volume 1: Long Papers), pages 15269– 15284
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.748214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c7976fc0-5264-41ef-951a-1da5b0581ef1 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:21:01.905518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b2827c06-2a9d-4540-b5ed-b527349dfa90 · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:21:01.884997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a098f007-02e3-4867-a6a0-b82b37bd177b · outbound
This paper cites KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning
Reference 9
- Resolution
- malformed identifier
- local_arxiv, observed 2026-05-11T11:21:01.900407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b15a18d1-2a7f-4929-998f-5d55d59519ad · outbound
This paper cites an unresolved cited work.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T09:42:31.745386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 525b0368-97c8-4526-8ed0-2c93e0071c51 · outbound
This paper cites </think>‘ tags.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning </think>‘ tags
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.735974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0988fe8b-6640-4e87-8903-d28fb41c4cca · outbound
This paper cites </answer>‘ tags.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning </answer>‘ tags
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.738969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 198aa749-7c77-4bcb-8560-6905e8e6cbce · outbound
This paper cites * The entity must be related to the question (e.g., a topic entity or one present in previously retrieved triples).
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning * The entity must be related to the question (e.g., a topic entity or one present in previously retrieved triples)
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.742326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2444e43a-4f51-47b4-8686-cfb2417dc453 · outbound
This paper cites an unresolved cited work.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T09:42:31.732756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4804c738-3634-483c-ae76-f2736c154d47 · outbound
This paper cites <think> reasoning process here </think> <answer> final answer here </answer>.
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning <think> reasoning process here </think> <answer> final answer here </answer>
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T09:42:31.729581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation f940f0f2-8974-4be0-aa9c-9bad705de9b0 · inbound
Search-on-Graph-R1: Training Large Language Models to Search Knowledge Graphs with Reinforcement Learning cites this paper.
Search-on-Graph-R1: Training Large Language Models to Search Knowledge Graphs with Reinforcement Learning KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:21:32.992189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.