Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T10:37:51.125463Z
Paper Citation Record · LEDGER
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph
As of 12 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 0 inbound Pith citation observations for arXiv:2411.19064.
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 2026-08-12T06:34:41.77262+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
88 of 88 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved83
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6161f5b2-9ae0-4948-97fe-7573024db519 · outbound
This paper cites GPT-4 Technical Report.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.778024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2a6153b-0150-4271-8729-499975e43ee1 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.782684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bd3c1a5-40f9-41df-a3fa-7c03ba9ca9ff · outbound
This paper cites PromptNER: Prompting For Named Entity Recognition.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph PromptNER: Prompting For Named Entity Recognition
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.787916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe591383-acb6-40c0-9bb8-b7631091ce04 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.792496Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 014d9816-209c-4fac-92c3-1e654f646576 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.796942Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4559f25-3d1b-46c7-b24a-c86fd7ea11e1 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.801180Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb6b6d5f-3053-44e2-907f-68ae8ad748a1 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.805911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74902ae3-5b7e-4c51-8188-e3972b59f61f · outbound
This paper cites Large-scale Simple Question Answering with Memory Networks.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Large-scale Simple Question Answering with Memory Networks
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.813369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40a21207-66af-4678-a5d5-7c6535ac9b06 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.817795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16821cc5-f87b-4232-96b1-343d7863a824 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.821754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c902675e-354f-4eb7-87bd-85b34d25f90c · outbound
This paper cites Instruction Mining: Instruction Data Selection for Tuning Large Language Models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Instruction Mining: Instruction Data Selection for Tuning Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.825621Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6729816a-b2dd-4dd3-9bb5-88b39e26d5cb · outbound
This paper cites Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.829931Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ab9abe3-a5fa-4880-b00e-9537e9a9788e · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.835208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3a050bf-a6db-4ec0-b25d-a91922e28ca7 · outbound
This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.839575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1088b3af-f828-4f27-8993-c07a3cbdd699 · outbound
This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.843859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc705ca7-7905-48da-a6d2-9309f338a301 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.176340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 33e4a677-4e78-4b26-982e-3be88b1c9731 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.163293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 354cc4fe-99cb-435f-81c9-a95873f13941 · outbound
This paper cites HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.855637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ee32a91-2bb5-4f57-90b8-87b34878cfe5 · outbound
This paper cites Efficient Knowledge Infusion via KG-LLM Alignment.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Efficient Knowledge Infusion via KG-LLM Alignment
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.860073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17e62bd6-c30b-4ff3-a9b2-ecc852a04eec · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.864033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5b9945f-2c2d-464b-a002-6675fa6d43e7 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.871745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e56776b8-eecd-48a6-8ba0-6608bbdfe3ff · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.128112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0f2569e1-df59-4de3-a791-ed6f1a673ff8 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.114765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fb91841b-864f-4dce-b9d8-17a8d47c0065 · outbound
This paper cites Mitigating the Alignment Tax of RLHF.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Mitigating the Alignment Tax of RLHF
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.886075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58ee5b84-5b83-4f03-be93-91225d38490f · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.890007Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e470be2-7dc6-4c57-9fb8-cb935ce5c34b · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.095511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ad1d0ce8-391f-492c-a3fe-2b6d48301604 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.082116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ea40bd12-772a-4416-b837-9e32a90e2c8e · outbound
This paper cites Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.901670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c3dbc16-7585-4c46-bf3d-1054825b1c92 · outbound
This paper cites When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.905641Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3408c008-4b97-40dc-81bc-ee4f905da6a8 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.069456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7feb1ea3-e52e-4591-961a-c2b8b9316647 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.056806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9089567e-2025-4a41-bcaf-4e9a45a367e1 · outbound
This paper cites Augmented Language Models: a Survey.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Augmented Language Models: a Survey
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.917991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cde46a52-3cbd-4b49-a7d2-c82d10a9400f · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.922003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 314da814-08b3-4a20-860a-e51c0dd518ba · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.022989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 22229797-c510-4d2b-aabd-b99ad4f226c8 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:52.010611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 72b90df2-8618-4c88-8293-b35aa26fffc1 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.998145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4d69eff8-508e-445d-add0-07f9d86880af · outbound
This paper cites In International Semantic Web Conference.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph In International Semantic Web Conference
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T10:37:52.036580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 90f4aae3-ed6b-4118-8eef-2d740e176508 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.978144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1a2d8e65-1b8e-4f20-b2e2-78b420d27783 · outbound
This paper cites Large Language Models and Knowledge Graphs: Opportunities and Challenges.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Large Language Models and Knowledge Graphs: Opportunities and Challenges
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.948390Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc61e47c-b650-460f-b5da-d166572204b2 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.964410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8c383c9c-006c-4508-af3e-039cbd72f6d4 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.940687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc48a8f1-ce60-4e7b-9ff8-286d9d028491 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.951997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ceb71f93-ade8-4d6e-acf9-0f35e361294d · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.964782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9b27025-3034-4bb0-98e1-79743cf1e056 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.917071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 06d9fbd2-adab-4c20-b5d0-25fd05c29ce8 · outbound
This paper cites Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.956772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aa9d4d9-7bad-4eec-b54c-92cea76415f6 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.891283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 50780cab-df74-4b00-a049-afa49917c2b9 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.879328Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1597dae7-d509-432d-9f38-e1aa92d4480d · outbound
This paper cites Ad- vances in Neural Information Processing Systems 32 (2019).
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Ad- vances in Neural Information Processing Systems 32 (2019)
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T10:37:51.931868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 75742b59-4fd2-4004-beda-9b0ea8beccc8 · outbound
This paper cites Biomedical knowledge graph-optimized prompt generation for large language models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Biomedical knowledge graph-optimized prompt generation for large language models
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.993794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d7eb345-0dc6-457d-bca4-56f70743eb1e · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.904628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1ffd9740-1a43-48f0-81a9-64b752962151 · outbound
This paper cites Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.005469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c16459f-8cec-44a2-9bc9-29e0b673c595 · outbound
This paper cites CoLAKE: Contextualized Language and Knowledge Embedding.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph CoLAKE: Contextualized Language and Knowledge Embedding
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.009880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d149599-ed9d-4093-88ad-85f551844609 · outbound
This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Retrieval Augmentation Reduces Hallucination in Conversation
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.989612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4289a8a9-37e1-44d3-baf1-c546f024be5f · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Gemini: A Family of Highly Capable Multimodal Models
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.018081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ef2cd13-7abf-4768-a5f6-8b26c25f8db7 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.865951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d6eb0d4d-0671-44e7-a768-59e9a1b68eb4 · outbound
This paper cites LaMDA: Language Models for Dialog Applications.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph LaMDA: Language Models for Dialog Applications
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.025763Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0b6cc10-0a84-4a10-a450-58fa9ca04262 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph LLaMA: Open and Efficient Foundation Language Models
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.030256Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9a608b9-91bf-46c9-8645-340212289eb7 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.033950Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 428e761e-bb57-4c30-bcae-7f62db62e5aa · outbound
This paper cites Leveraging LLMs in Scholarly Knowledge Graph Question Answering.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Leveraging LLMs in Scholarly Knowledge Graph Question Answering
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.013890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3965da93-e9fb-4d50-bf71-4560e2aa53ec · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.830630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation afa6b194-a35a-40d7-aba6-305239aa48cb · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.021856Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 534d3333-2fce-4716-a06f-5d687f96d43e · outbound
This paper cites GPT-NER: Named Entity Recognition via Large Language Models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph GPT-NER: Named Entity Recognition via Large Language Models
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.052519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 717a52e0-c56c-40b5-85e7-39fcbe4521c2 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.793334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 10bfd630-2a2c-44a5-8286-98569626ad8c · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.060275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c770b0c0-a105-4eca-8b83-07ba91aade05 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.037959Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e92593d1-a81d-4046-b50b-a673f22235be · outbound
This paper cites Crowdsourcing Multiple Choice Science Questions.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Crowdsourcing Multiple Choice Science Questions
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.067913Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75a77009-6c41-48cb-a874-7d5e75ebbece · outbound
This paper cites MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.071843Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4eca4afc-be3b-4704-bbdb-85ed6957a240 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.806624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b488e8df-9949-4ac9-88ca-1750f7b2efe1 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.761371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2e51098e-c13e-410f-8d63-e77cb5f9b9b4 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.747506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6e06cf43-271a-4d6b-af93-752fd7d8f7bf · outbound
This paper cites Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.094789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5857d43-eba3-48e2-b0f5-c33c582b9eed · outbound
This paper cites KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.063874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1b10028-3ca0-443e-9d48-8c8540655228 · outbound
This paper cites Fine-Tuning Medical Language Models for Enhanced Long-Contextual Understanding and Domain Expertise.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Fine-Tuning Medical Language Models for Enhanced Long-Contextual Understanding and Domain Expertise
Reference 73
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T10:37:51.188635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6eb3dd01-d386-493f-b77d-6e844262ecde · outbound
This paper cites KG-BERT: BERT for Knowledge Graph Completion.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph KG-BERT: BERT for Knowledge Graph Completion
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.106013Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1a722d2-6a27-418c-8acc-3cff4026e990 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.774219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b3443b7d-b734-4e08-93a1-5150a79f8b34 · outbound
This paper cites Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.078946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04ace42b-ab16-4ad2-be09-6ec400237fbe · outbound
This paper cites BERTScore: Evaluating Text Generation with BERT.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph BERTScore: Evaluating Text Generation with BERT
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.117615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bb65d8e-8341-4887-9262-3748546cc365 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.700656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 979fb64d-8d8d-42a9-9dd4-0cf4cc1566bd · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.734539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c26ab370-733e-44d7-a49f-2a05cecaf29c · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.110090Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 657526d3-ce46-4762-ae46-4b33df70cf33 · outbound
This paper cites an unresolved cited work.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T10:37:51.713789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 027ea326-7d79-4283-af9e-6cfd62e0edc8 · outbound
This paper cites Question Entity Extraction.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph Question Entity Extraction
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T10:37:51.686400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bba6f987-b449-4f70-b630-4bafb30acd60 · outbound
This paper cites In Proceedings of the 2008 ACM SIGMOD international conference on Management of data.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph In Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Reference 2008
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.809727Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50440d8c-fad8-48e1-992d-39834ce86f1e · outbound
This paper cites In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Pro- cessing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Pro- cessing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.868293Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43c3efb1-4cf4-42f7-b2eb-f09a9fd2bc92 · outbound
This paper cites In Proceedings of the Web Conference 2021.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph In Proceedings of the Web Conference 2021
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T10:37:51.819098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6b6b6fea-3697-430f-a9b2-fba7493fd9d1 · outbound
This paper cites UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.090495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78306d1d-90d1-4ae6-8f4e-6046a5fa9a43 · outbound
This paper cites KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:50.878792Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97659716-5cb0-4833-8c52-5ad3523aa485 · outbound
This paper cites LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation.
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:37:51.001467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.