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get_entity_community

Find all entities closely related to a given entity using community detection. Returns community ID, member count, and list of members with types.

Instructions

Get all entities in the same community as the specified entity. Communities are groups of closely related entities detected through graph analysis. Returns community ID, member count, and list of community members with their types.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
entity_textYesEntity to find community for (e.g., 'SID')
max_membersNoMaximum number of community members to return
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It mentions communities are detected through graph analysis but does not disclose side effects, read-only nature, or performance implications. The description does not contradict any annotation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, front-loaded with the main purpose. It is efficient and contains no extraneous information, though it could be slightly more structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description mentions what is returned (community ID, member count, list of members). It covers the basic usage scenario adequately for a simple retrieval tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents both parameters. The description adds no additional meaning beyond the schema; it only states what the tool returns, not how parameters affect behavior.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Get all entities in the same community') and specifies the resource ('the specified entity'). It also explains what communities are and distinguishes from sibling tools like detect_graph_communities.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for retrieving community members but does not provide explicit guidance on when to use this tool versus alternatives like find_related_entities or entity_stats. No when-not-to-use or prerequisite information is given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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