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Paper Citation Record · LEDGER

Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2309.11206.

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

pith.paper-citation-record.v1
2309.11206 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:37:51.078946Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T15:57:07.348654Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 941370ca-5b7a-4b6b-aaa2-bd2c2a1eae19 · inbound

Retrieval-Augmented Generation for AI-Generated Content: A Survey cites this paper.

Retrieval-Augmented Generation for AI-Generated Content: A Survey Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 269

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:32:17.570887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T13:32:17.177021Z digest=sha256:55949b7441a057be70ea7634768dd570275d6bef8e125a52c61515731d0adfb3

Observation b3443b7d-b734-4e08-93a1-5150a79f8b34 · inbound

Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph cites this paper.

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.

source=pdf_text observed=2026-08-12T10:37:51.078946Z digest=sha256:0bec881d121ca40f587d90068d44dc9495323005d968a133bc0f2d6cb31c79f4

Observation 1b654826-64c3-4008-9184-408666755bfd · inbound

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL cites this paper.

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T05:53:02.474695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:53:02.474695Z digest=sha256:48f6e8a9eefcd12e412645aa4c54b6fc99d66acab2214f85bd74b2cfffb22e90

Observation 52772b72-24cd-4c36-b502-b857f43e5466 · inbound

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning cites this paper.

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 135

Resolution
unresolved
no resolver link, observed 2026-08-10T22:38:29.563130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:38:29.563130Z digest=sha256:76e12f72be1c6337ab4c1856725ce9ff4314404e989e65e24955aca129b794e6

Observation 08b94214-7b00-492b-b782-4b31564fbfbf · inbound

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation cites this paper.

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T22:17:53.929902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T22:17:53.929902Z digest=sha256:c50a6d91ee3e9dda66d6acd27119939f0c6561ee25c43dffd97da3e017058dcb

Observation c48e2d04-857c-4e89-a45a-d6fc4f3c18b2 · inbound

Foundation Models for CPS-IoT: Opportunities and Challenges cites this paper.

Foundation Models for CPS-IoT: Opportunities and Challenges Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 121

Resolution
unresolved
no resolver link, observed 2026-08-10T16:30:41.913131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:30:41.913131Z digest=sha256:9e7defd2287a3e968b3edcc7ad1f3b321aeebbe932bfcfcc7279c180173c5bc3

Observation 5062b5e6-fd78-4521-b592-b4cacaf9da50 · inbound

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models cites this paper.

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:37:32.053084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-23T04:36:06.247071Z digest=sha256:d73d6c991d14171953463560a097de307ef027b37fd910c7be724e078713605b

Observation a8572e6c-0be1-452b-b7ea-55dbff55e276 · inbound

Graph Data Management and Graph Machine Learning: Synergies and Opportunities cites this paper.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 144

Resolution
unresolved
no resolver link, observed 2026-08-09T18:42:02.866176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:42:02.866176Z digest=sha256:2532157ecb7e900317afd687016cda7efc8763fd1afc91112e052f1d413b1801

Observation ef25bd33-1811-42b0-b6e7-f2404930a6ff · inbound

Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering cites this paper.

Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-09T00:00:06.819099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:00:06.819099Z digest=sha256:82f61f56eb2890050b54079803cc1838f232d9797c2d93a6af050fcd27ad33f7

Observation 679ed2bc-c4b7-4eb5-a35f-42c7fdf6c3e1 · inbound

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks cites this paper.

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T14:58:38.986337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:58:38.986337Z digest=sha256:6e823ac51f78b8eb94d0fa901c6ed4c9c65822bf9a0c9e11b4ef34414f5641f5

Observation 5635aa0e-60d7-438b-829f-58327abdc44a · inbound

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning cites this paper.

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 85

Resolution
metadata mismatch
arxiv_id, observed 2026-05-22T13:34:53.099678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-22T13:34:27.152447Z digest=sha256:3ef8a3471ec93acc3e039accdad47718d1ee67504ec885af75248f26a66eed66

Observation 77ac6223-b7a9-41ed-a47b-0232ea96b14b · inbound

LLM Inference Enhanced by External Knowledge: A Survey cites this paper.

LLM Inference Enhanced by External Knowledge: A Survey Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:22.437620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:22.437620Z digest=sha256:ba80c6deaac39800a697107343db3107a539e9e4cb9999953973e6bf41cf08b9

Observation caa4362a-1b3c-4274-a76d-f220ea2b46f8 · inbound

DistRAG: Towards Distance-Based Spatial Reasoning in LLMs cites this paper.

DistRAG: Towards Distance-Based Spatial Reasoning in LLMs Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T11:07:55.004465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:07:55.004465Z digest=sha256:0f9e353a98df0632a0b551d46170461b996eb430e07bdda2944bb425da2127ea

Observation 5b920f2f-90c2-4d78-976a-ca6953bec746 · inbound

Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation cites this paper.

Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:50.671054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:54:50.671054Z digest=sha256:a2301b5f5caf975624b5cad0d8e1c7e4eb0f7647c5f73fe06e8f82e3bbf684d6

Observation faab47a2-31af-4af0-a485-57f6eacc1c40 · inbound

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction cites this paper.

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-18T19:26:47.219752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-18T19:26:35.001429Z digest=sha256:6ad615810ec8d42d451e6789222213dad3154756f4e39b4e9a8102ee44d444f6

Observation c6abfc7b-dba8-464d-90b1-44b55c60dfa3 · inbound

Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs cites this paper.

Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T19:24:53.017393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:24:53.017393Z digest=sha256:4bc6f9d82754a855780baa4a3aac65199c533261fbf9a8198bb60b0e21169dbb

Observation a138f078-07e2-47c7-8fa7-755cb225bda7 · inbound

MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models cites this paper.

MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T11:09:00.556814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:09:00.556814Z digest=sha256:9bc71acc463069aae2905df9b2c26ec7dbac0f2fa159fd2e80c5a00b798b4f19

Observation 7f4e515d-73d9-4ab8-89ec-516d3aa88e76 · inbound

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval cites this paper.

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 69

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T05:51:10.686026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-10T05:43:04.813867Z digest=sha256:acad2d0d11968fa719b56d8843c3e255164f2b77c93cc836a8a0d961a70e607b

Observation e65cd66b-55bd-436b-8eca-f5aac0af6683 · inbound

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation cites this paper.

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-06-29T10:13:17.967009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T10:03:45.368681Z digest=sha256:ce2fa6d979b7d2ce55fb20f1ab62ec88b0876146c51fdc8005cabab5f75f7589

Observation 2237394e-6609-4549-95fb-553216a6bc8a · inbound

CASS-RTL: Correctness-Aware Subspace Steering for RTL Generation with LLMs cites this paper.

CASS-RTL: Correctness-Aware Subspace Steering for RTL Generation with LLMs Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-02T15:57:07.350404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T23:06:44.339563Z digest=sha256:fdfbc1eb5e385cfa95ef95fa986f8d6a8569d56b26f75b87ca9e5cab555e7f25

Observation e7be95d5-86d6-46cf-b1ca-d453e3e3f40e · inbound

KG2Code: Bridging Knowledge Graphs and Large Language Models via Executable Code for Question Answering cites this paper.

KG2Code: Bridging Knowledge Graphs and Large Language Models via Executable Code for Question Answering Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T09:55:29.673558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T09:55:29.673558Z digest=sha256:097d52d5a57cd0020e0468b01e9c48e260752a668b21e17130b8b3687dca3333