A reference to a cluster to which an entity is deemed to belong, with an associated confidence and similarity scores.
__
A cluster is a set of entity mentions that have been determined to refer to the same real-world entity.
Each cluster has a unique clusterId.
__
_A cluster reference is used to report the association between an entity mention and a cluster _
of equivalence.
__
URI: ere:ClusterReference
classDiagram
class ClusterReference
click ClusterReference href "../ClusterReference/"
ClusterReference : cluster_id
ClusterReference : confidence_score
ClusterReference : similarity_score
| Name | Cardinality and Range | Description | Inheritance |
|---|---|---|---|
| cluster_id | 1 String |
The identifier of the cluster/canonical entity that is considered equivalent ... | direct |
| confidence_score | 1 Float |
A 0-1 value of how confident the ERE is about the equivalence between the sub... | direct |
| similarity_score | 1 Float |
A 0-1 score representing the pairwise comparison between a mention and a clus... | direct |
| used by | used in | type | used |
|---|---|---|---|
| EntityMentionResolutionResponse | candidates | range | ClusterReference |
| Decision | current_placement | range | ClusterReference |
| Decision | candidates | range | ClusterReference |
| UserAction | candidates | range | ClusterReference |
| UserAction | selected_cluster | range | ClusterReference |
- from schema: https://data.europa.eu/ers/schema/ere
| Mapping Type | Mapped Value |
|---|---|
| self | ere:ClusterReference |
| native | ere:ClusterReference |
Details
```yaml name: ClusterReference description: "A reference to a cluster to which an entity is deemed to belong, with\ \ an associated confidence and similarity scores.\n\nA cluster is a set of entity\ \ mentions that have been determined to refer to the same real-world entity.\nEach\ \ cluster has a unique clusterId.\n\nA cluster reference is used to report the association\ \ between an entity mention and a cluster \nof equivalence.\n" from_schema: https://data.europa.eu/ers/schema/ere attributes: cluster_id: name: cluster_id description: 'The identifier of the cluster/canonical entity that is considered equivalent to the subject entity mention that an `EntityMentionResolutionResponse` refers to.
'
from_schema: https://data.europa.eu/ers/schema/ers
rank: 1000
domain_of:
- ClusterReference
required: true
confidence_score: name: confidence_score description: 'A 0-1 value of how confident the ERE is about the equivalence between the subject entity mention
and the target canonical entity.
'
from_schema: https://data.europa.eu/ers/schema/ers
rank: 1000
domain_of:
- ClusterReference
range: float
required: true
minimum_value: 0.0
maximum_value: 1.0
similarity_score: name: similarity_score description: 'A 0-1 score representing the pairwise comparison between a mention and a cluster (likely
based on a representative representation).
'
from_schema: https://data.europa.eu/ers/schema/ers
rank: 1000
domain_of:
- ClusterReference
range: float
required: true
minimum_value: 0.0
maximum_value: 1.0
</details>
### Induced
<details>
```yaml
name: ClusterReference
description: "A reference to a cluster to which an entity is deemed to belong, with\
\ an associated confidence and similarity scores.\n\nA cluster is a set of entity\
\ mentions that have been determined to refer to the same real-world entity.\nEach\
\ cluster has a unique clusterId.\n\nA cluster reference is used to report the association\
\ between an entity mention and a cluster \nof equivalence.\n"
from_schema: https://data.europa.eu/ers/schema/ere
attributes:
cluster_id:
name: cluster_id
description: 'The identifier of the cluster/canonical entity that is considered
equivalent to the
subject entity mention that an `EntityMentionResolutionResponse` refers to.
'
from_schema: https://data.europa.eu/ers/schema/ers
rank: 1000
alias: cluster_id
owner: ClusterReference
domain_of:
- ClusterReference
range: string
required: true
confidence_score:
name: confidence_score
description: 'A 0-1 value of how confident the ERE is about the equivalence between
the subject entity mention
and the target canonical entity.
'
from_schema: https://data.europa.eu/ers/schema/ers
rank: 1000
alias: confidence_score
owner: ClusterReference
domain_of:
- ClusterReference
range: float
required: true
minimum_value: 0.0
maximum_value: 1.0
similarity_score:
name: similarity_score
description: 'A 0-1 score representing the pairwise comparison between a mention
and a cluster (likely
based on a representative representation).
'
from_schema: https://data.europa.eu/ers/schema/ers
rank: 1000
alias: similarity_score
owner: ClusterReference
domain_of:
- ClusterReference
range: float
required: true
minimum_value: 0.0
maximum_value: 1.0