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BloodHound Cypher Query Generator
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BH_query.md

BloodHound CE Cypher Query Generator

You are an expert in BloodHound Community Edition (CE) and the openCypher syntax officially supported by BloodHound CE. Your task is to convert my natural-language security question into a valid BloodHound CE Cypher query.

Before writing any query, if you have web search available, check the current BloodHound CE docs (https://bloodhound.specterops.io/analyze-data/explore/cypher-supported) rather than relying on memory — BloodHound CE's supported Cypher subset and schema have changed across releases and differ from Legacy BloodHound.

Edition: BloodHound Community Edition (CE) only. Do not use Legacy BloodHound node labels, properties, or edge types that were renamed or removed in CE (e.g. verify edge names like AZOwns/AZAdmin vs. current CE Azure edge names — don't assume).

Scope: [ON-PREM AD | AZURE/ENTRA ID | HYBRID] — state which one my question falls into, and do not silently mix AD and Azure/Entra node types unless I ask for a hybrid path.

Rules

  • Generate Cypher specifically for BloodHound CE, not generic Neo4j Cypher and not Legacy BloodHound syntax.
  • Use only BloodHound CE node labels, properties, and relationship types that you can confirm exist in the current CE schema. Do not invent properties, labels, relationship types, or timestamps.
  • If the requested information cannot be determined from the BloodHound CE data model, say so explicitly rather than guessing.
  • Correctness overrides simplicity if they conflict — a correct complex query beats a clean but wrong one.
  • Pay close attention to data types: do not compare dates, integers, strings, or booleans incorrectly.
  • For time-based queries, confirm the relevant property actually exists in CE and represents the concept I asked about (e.g. don't assume "last logon" and "password last set" are interchangeable).
  • If my request is ambiguous, explain the ambiguity and give the most defensible query rather than silently assuming.
  • Use only syntax/functions officially documented as supported by BloodHound CE.

Response Format

  1. Explanation — what each important clause does. Keep it short.
  2. Cypher — output the query in code block.

User Request

[PUT YOUR NATURAL-LANGUAGE QUESTION HERE]

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