Pith. sign in

Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T13:32:17.177021Z digest=sha256:4cb462bc4089d164c538d4e2acc9a52dc95728dc5489763900c3a68a308fd3b0

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=sha256:3e7729e0509fc8d8e1858a1d464d1a2521ec59b1eb16e6f560ecdb925b6bb211

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:a2c47c360ca070cdf16d053ca7d310b88fbab06e2ea9024e57a3b69b5cff99ad

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=sha256:1f2450cdd99fe8a84d92f7eb485a9c3c5f2c349663d5d8000233bfe8d4aee27e

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:df0167db61a70c74094bcac442603c72254175343cf53c5906730e3c152d2d38

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=sha256:0bb1c220465718255be9d5c3970b064f75ae76062f470af2b5c27d7e99782fcf

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-23T04:36:06.247071Z digest=sha256:085ce8c4a592539361161afacd1124b431955d75a021dd10ddfb8c9e81026da6

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:d7bef70fb68c6dc5c928c19116fde831841bd97d3997c63ba667e296ac9b58f2

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:a314d4381baabe26913bb94418ce1c0b085c087cc7e24010ec51a376b62a5e6e

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:a127da7b8ff9c5c9397fe894389a4a4254c25b6a2c256a33b2f3bad051dc6a0f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T13:34:27.152447Z digest=sha256:7686cb88aff19e9930114ef188887ca7f06702170ec288ca61e27a0352f1a5d4

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:d0a2773b658f83de8916f94ea9b8ec6b57f288e6fc9db0f97c2faca79e16755d

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=sha256:76e84311c5f682ad57772d90ef533618581220d7dde47e9fa4cad81bbf0b5222

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=sha256:1888801d0e25a772712b901f8829d97b31818593fcc640c5655a86461b5f16cd

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-18T19:26:35.001429Z digest=sha256:fd7c118654ab3c423bf699cf2003339ed6a94295dd413244f4cbbdf651cea28e

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=sha256:5b3c2b6c9bbfd042bfc9bea8581dbb431d7286c8853b79ba97c84868a3f03515

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:d94ab6d5e7777812d1916f3a8a11a775a1912e6bb901670bdbf9f71ef830a438

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-10T05:43:04.813867Z digest=sha256:6003f3f8131bb0f760fe321a97be9b703330ef20f92e5f93407da2deef726e5d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T10:03:45.368681Z digest=sha256:6eda827ea8d4e6b765bc7fb6bb22cd79bebc76d6425d03ca34fbcf83facc4036

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-27T23:06:44.339563Z digest=sha256:daa9851d26569732145d15ce095d5861f854c02ebaf852183e3694aa55697ca7

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:df84767c929972c18b079965964746777e0c838d030e34f22a82abb335aba88c