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Table 1 Description and examples of entities in text, ontology and template slot-filling

From: An annotated corpus of clinical trial publications supporting schema-based relational information extraction

Context

Description

Examples

Single (or atomic) entities

Annotation in text

Spans of text that refer to atomic entities

The text span “bimatropost” is annotated as Bimatropost. The text span “0.03” is annotated as DoseValue.

Ontology schema

Range of a dataProperty that is a literal value or - Range of an objectProperty that is an individual (atomic instance) of a given class

“0.03” is a literal representing a dose value and the range in the triple <Medication, hasDoseValue, DoseValue >. Bimatropost is an individual of class Drug and the range in the triple <Medication, hasDrug, Drug >

Template slot-filling

Slot-filler of the type specified by the corresponding ontology properties

Bimatropost (“bimatropost”) is the hasDrug slot-filler of a Medication template.

Complex (or composed) entities

Annotation in text

NA (A complex entity is a composed entity and therefore it does not exist in the text. In the text there may be the entities that are elements of a complex entity.)

NA

Ontology schema

A complex class in the C-TrO ontology, and which is the domain of the corresponding dataProperties and objectProperties.

The Medication class, which is the domain in the triple <Medication, hasDrug, Drug >

Template slot-filling

Template of the type of the corresponding ontology class. The template’s slots correspond to the dataProperties and objectProperties of the class.

The Medication template, which has the hasDrug slot whose slot-filler must be an entity of Drug type.