SEGRA: A Structured Experience Guided Reasoning Agent for Property Graph Question Answering

arXiv:2607.22713 · cs.AI · Submitted 2026-07-21 · Read on arXiv

cs.AI

Submitted: 2026-07-21

Updated: 2026-08-28

Terminology

Verifier — 29× in this paper · explained in 2 episodes
Benchmark — 11× in this paper · explained in 2 episodes
Aggregation — 7× in this paper · explained in 1 episode
Accuracy — 6× in this paper · explained in 1 episode
Grounding — 6× in this paper · explained in 3 episodes
Knowledge Graph — 6× in this paper · explained in 7 episodes
LLM judge — 6× in this paper · explained in 2 episodes
Text-to-SQL — 6× in this paper · explained in 3 episodes
Verification — 6× in this paper · explained in 2 episodes
Cosine Similarity — 4× in this paper · explained in 3 episodes
Knowledge graphs — 4× in this paper · explained in 2 episodes
Fidelity — 3× in this paper · explained in 2 episodes
Annotator Agreement — 2× in this paper · explained in 1 episode
Agentic AI — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 4 episodes
Chain-of-Thought Prompting — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 4 episodes
In-Context Learning — 1× in this paper · explained in 4 episodes
Introspection — 1× in this paper · explained in 2 episodes
Multi-agent Collaborative Framework — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes
Trace — 1× in this paper · explained in 2 episodes