Graph

Traverse the sponsorship knowledge graph: explore connections, find related entities, and discover corporate group relationships.

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expand_node

Expand a single entity to its direct neighbors and edges in the graph.

Parameters

Name	Type	Required	Description
entity_id	string	Yes	Entity ID
relationship_types	string[]	No	Filter by relationship label: "SPONSORS", "PARTNERS_WITH", "DECISION_MAKER_FOR", "WORKS_FOR", "FUNDED_BY", etc.
limit	number	No	Max neighbors (default: 20)

Returns

{
  "node": {"id": "brand_adidas", "name": "Adidas", "type": "brand"},
  "neighbors": [
    {"id": "rh_real_madrid", "name": "Real Madrid", "type": "rightholder", "relationship": "SPONSORS", "properties": {"since": "2012"}},
    {"id": "person_bjorn_gulden", "name": "Bjørn Gulden", "type": "person", "relationship": "DECISION_MAKER_FOR", "properties": {}}
  ]
}

Example prompt

"Show me all the entities connected to Adidas in the graph"

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expand_by_property

Find all entities that share a specific property value — useful for discovering corporate groups, sectors, or geographic clusters.

Parameters

Name	Type	Required	Description
property_name	string	Yes	Property to match on (e.g. "group", "industry", "country")
property_value	string	Yes	Value to match (e.g. "LVMH", "Automotive", "FR")
entity_types	string[]	No	Filter to specific entity types
limit	number	No	Max results (default: 20)

Returns

List of entities sharing that property value.

Example prompts

"What other brands are in the LVMH group?" "Find all automotive brands in the database"