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multihop

Follow a chain of relations from a starting entity to retrieve exact facts without hallucination.

Instructions

Multi-hop chain: start entity + list of relations, follows subject->object each step (exact only, 0% hallucination).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
as_ofNo
startYes
relationsYes
Behavior2/5

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

With no annotations, the description must carry full burden for behavioral traits. It mentions 'exact only, 0% hallucination' which addresses accuracy, but omits details on side effects, authentication needs, rate limits, or whether it is read-only.

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 a single sentence, concise and front-loaded with the main action. However, it could be better structured with bullet points or clear separation of purpose, parameters, and behavior.

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

Completeness2/5

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

Given the complexity of a multi-hop chain tool and the absence of an output schema, the description is insufficient. It lacks information on return format, error handling, path length limits, or edge cases.

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

Parameters2/5

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

Schema coverage is 0%, so the description must compensate. It explains 'start' as start entity and 'relations' as list of relations, but fails to describe the 'as_of' parameter, format details, or allowed values. Two of three parameters are partially explained.

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 tool performs a multi-hop chain: starting from an entity and following a list of relations step by step. This distinguishes it from sibling tools like 'all_paths' (likely all paths) and 'prove_fact' (single fact).

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

Usage Guidelines2/5

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

The description does not provide any guidance on when to use this tool versus alternatives. It lacks context on prerequisites, preferred scenarios, or comparisons to other sibling tools.

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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