@ -0,0 +1,977 @@
package drools
import static java.lang.String.format;
import static com.iqser.red.service.redaction.v1.server.utils.RedactionSearchUtility.anyMatch;
import static com.iqser.red.service.redaction.v1.server.utils.RedactionSearchUtility.exactMatch;
import java.util.List;
import java.util.LinkedList;
import java.util.Set;
import java.util.stream.Collectors;
import java.util.Collection;
import java.util.stream.Stream;
import java.util.Optional;
import com.iqser.red.service.redaction.v1.server.model.document.*;
import com.iqser.red.service.redaction.v1.server.model.document.TextRange;
import com.iqser.red.service.redaction.v1.server.model.document.entity.*;
import com.iqser.red.service.redaction.v1.server.model.document.entity.EntityType;
import com.iqser.red.service.redaction.v1.server.model.document.entity.MatchedRule;
import com.iqser.red.service.redaction.v1.server.model.document.entity.TextEntity
import com.iqser.red.service.redaction.v1.server.model.document.entity.MatchedRule
import com.iqser.red.service.redaction.v1.server.model.document.nodes.*;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Section;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Table;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.TableCell;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.SemanticNode;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Document;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Paragraph;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Image;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.ImageType;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Page;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Headline;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.SectionIdentifier;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Footer;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.Header;
import com.iqser.red.service.redaction.v1.server.model.document.nodes.NodeType;
import com.iqser.red.service.redaction.v1.server.model.document.textblock.*;
import com.iqser.red.service.redaction.v1.server.model.document.textblock.TextBlock;
import com.iqser.red.service.redaction.v1.server.model.document.textblock.TextBlockCollector;
import com.iqser.red.service.redaction.v1.server.model.document.textblock.AtomicTextBlock;
import com.iqser.red.service.redaction.v1.server.model.document.textblock.ConcatenatedTextBlock;
import com.iqser.red.service.redaction.v1.server.model.NerEntities;
import com.iqser.red.service.redaction.v1.server.model.dictionary.Dictionary;
import com.iqser.red.service.redaction.v1.server.model.dictionary.DictionaryModel;
import com.iqser.red.service.redaction.v1.server.service.document.EntityCreationService;
import com.iqser.red.service.redaction.v1.server.service.ManualChangesApplicationService;
import com.iqser.red.service.redaction.v1.server.utils.RedactionSearchUtility;
import com.iqser.red.service.persistence.service.v1.api.shared.model.FileAttribute;
import com.iqser.red.service.persistence.service.v1.api.shared.model.analysislog.entitylog.Engine;
import com.iqser.red.service.persistence.service.v1.api.shared.model.annotations.entitymapped.ManualResizeRedaction;
import com.iqser.red.service.persistence.service.v1.api.shared.model.annotations.entitymapped.IdRemoval;
import com.iqser.red.service.persistence.service.v1.api.shared.model.annotations.entitymapped.ManualForceRedaction;
import com.iqser.red.service.persistence.service.v1.api.shared.model.annotations.entitymapped.ManualRecategorization;
import com.iqser.red.service.persistence.service.v1.api.shared.model.annotations.entitymapped.ManualLegalBasisChange;
import com.knecon.fforesight.service.layoutparser.internal.api.data.redaction.LayoutEngine;
global Document document
global EntityCreationService entityCreationService
global ManualChangesApplicationService manualChangesApplicationService
global Dictionary dictionary
//------------------------------------ queries ------------------------------------
query "getFileAttributes"
$fileAttribute: FileAttribute()
end
//------------------------------------ Syngenta specific rules ------------------------------------
// Rule unit: SYN.1
rule "SYN.1.0: Recommend CTL/BL laboratory that start with BL or CTL"
when
$section: Section(containsString("CT") || containsString("BL"))
then
/* Regular expression: ((\b((([Cc]T(([1ILli\/])| L|~P))|(BL))[\. ]?([\dA-Ziltphz~\/.:!]| ?[\(',][Ppi](\(e)?|([\(-?']\/))+( ?[\(\/\dA-Znasieg]+)?)\b( ?\/? ?\d+)?)|(\bCT[L1i]\b)) */
entityCreationService.byRegexIgnoreCase("((\\b((([Cc]T(([1ILli\\/])| L|~P))|(BL))[\\. ]?([\\dA-Ziltphz~\\/.:!]| ?[\\(',][Ppi](\\(e)?|([\\(-?']\\/))+( ?[\\(\\/\\dA-Znasieg]+)?)\\b( ?\\/? ?\\d+)?)|(\\bCT[L1i]\\b))", "CBI_address", EntityType.RECOMMENDATION, $section)
.forEach(entity -> entity.skip("SYN.1.0", ""));
end
//------------------------------------ CBI rules ------------------------------------
// Rule unit: CBI.0
rule "CBI.0.0: Redact CBI Authors (non vertebrate Study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$entity: TextEntity(type() == "CBI_author", dictionaryEntry)
then
$entity.redact("CBI.0.0", "Author found", "Article 39(e)(3) of Regulation (EC) No 178/2002");
end
rule "CBI.0.1: Redact CBI Authors (vertebrate Study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$entity: TextEntity(type() == "CBI_author", dictionaryEntry)
then
$entity.redact("CBI.0.1", "Author found", "Article 39(e)(2) of Regulation (EC) No 178/2002");
end
// Rule unit: CBI.1
rule "CBI.1.0: Do not redact CBI Address (non vertebrate Study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$entity: TextEntity(type() == "CBI_address", dictionaryEntry)
then
$entity.skip("CBI.1.0", "Address found for Non Vertebrate Study");
end
rule "CBI.1.1: Redact CBI Address (vertebrate Study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$entity: TextEntity(type() == "CBI_address", dictionaryEntry)
then
$entity.redact("CBI.1.1", "Address found", "Article 39(e)(2) of Regulation (EC) No 178/2002");
end
// Rule unit: CBI.2
rule "CBI.2.0: Do not redact genitive CBI Author"
when
$entity: TextEntity(type() == "CBI_author", anyMatch(textAfter, "['’ ’ 'ʼ ˈ ´ `‘ ′ ʻ ’ ']s"))
then
entityCreationService.byTextRange($entity.getTextRange(), "CBI_author", EntityType.FALSE_POSITIVE, document)
.ifPresent(falsePositive -> falsePositive.skip("CBI.2.0", "Genitive Author found"));
end
// Rule unit: CBI.7
rule "CBI.7.0: Do not redact Names and Addresses if published information found in Section without tables"
when
$section: Section(!hasTables(),
hasEntitiesOfType("published_information"),
(hasEntitiesOfType("CBI_author") || hasEntitiesOfType("CBI_address")))
then
$section.getEntitiesOfType(List.of("CBI_author", "CBI_address"))
.forEach(redactionEntity -> {
redactionEntity.skipWithReferences(
"CBI.7.0",
"Published Information found in section",
$section.getEntitiesOfType("published_information")
);
});
end
rule "CBI.7.1: Do not redact Names and Addresses if published information found in same table row"
when
$table: Table(hasEntitiesOfType("published_information"), hasEntitiesOfType("CBI_author") || hasEntitiesOfType("CBI_address"))
$cellsWithPublishedInformation: TableCell() from $table.streamTableCellsWhichContainType("published_information").toList()
$tableCell: TableCell(row == $cellsWithPublishedInformation.row) from $table.streamTableCells().toList()
$authorOrAddress: TextEntity(type() == "CBI_author" || type() == "CBI_address", active()) from $tableCell.getEntities()
then
$authorOrAddress.skipWithReferences("CBI.7.1", "Published Information found in row", $table.getEntitiesOfTypeInSameRow("published_information", $authorOrAddress));
end
// Rule unit: CBI.9
rule "CBI.9.0: Redact all cells with Header Author(s) as CBI_author (non vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$table: Table(hasHeader("Author(s)"))
then
$table.streamTableCellsWithHeader("Author(s)")
.map(tableCell -> entityCreationService.bySemanticNode(tableCell, "CBI_author", EntityType.ENTITY))
.filter(Optional::isPresent)
.map(Optional::get)
.forEach(redactionEntity -> redactionEntity.redact("CBI.9.0", "Author(s) found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "CBI.9.1: Redact all cells with Header Author as CBI_author (non vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$table: Table(hasHeader("Author"))
then
$table.streamTableCellsWithHeader("Author")
.map(tableCell -> entityCreationService.bySemanticNode(tableCell, "CBI_author", EntityType.ENTITY))
.filter(Optional::isPresent)
.map(Optional::get)
.forEach(redactionEntity -> redactionEntity.redact("CBI.9.1", "Author found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
// Rule unit: CBI.10
rule "CBI.10.0: Redact all cells with Header Author(s) as CBI_author (vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$table: Table(hasHeader("Author(s)"))
then
$table.streamTableCellsWithHeader("Author(s)")
.map(tableCell -> entityCreationService.bySemanticNode(tableCell, "CBI_author", EntityType.ENTITY))
.filter(Optional::isPresent)
.map(Optional::get)
.forEach(redactionEntity -> redactionEntity.redact("CBI.10.0", "Author(s) found", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
rule "CBI.10.1: Redact all cells with Header Author as CBI_author (vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$table: Table(hasHeader("Author"))
then
$table.streamTableCellsWithHeader("Author")
.map(tableCell -> entityCreationService.bySemanticNode(tableCell, "CBI_author", EntityType.ENTITY))
.filter(Optional::isPresent)
.map(Optional::get)
.forEach(redactionEntity -> redactionEntity.redact("CBI.10.1", "Author found", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
// Rule unit: CBI.11
rule "CBI.11.0: Recommend all CBI_author entities in Table with Vertebrate Study Y/N Header"
agenda-group "LOCAL_DICTIONARY_ADDS"
salience -1
when
$table: Table(hasHeader("Author(s)") && hasHeader("Vertebrate Study Y/N"))
then
$table.getEntitiesOfType("CBI_author").stream().filter(IEntity::applied).forEach(entity -> dictionary.addMultipleAuthorsAsRecommendation(entity));
end
// Rule unit: CBI.16
rule "CBI.16.1: Add CBI_author with \"et al.\" RegEx (non vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsString("et al."))
then
entityCreationService.byRegex("\\b([A-ZÄÖÜ][^\\s\\.,]+( [A-ZÄÖÜ]{1,2}\\.?)?( ?[A-ZÄÖÜ]\\.?)?) et al\\.?", "CBI_author", EntityType.ENTITY, 1, $section)
.forEach(entity -> {
entity.redact("CBI.16.1", "Author found by \"et al\" regex", "Article 39(e)(3) of Regulation (EC) No 178/2002");
dictionary.recommendEverywhere(entity);
});
end
rule "CBI.16.2: Add CBI_author with \"et al.\" RegEx (vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsString("et al."))
then
entityCreationService.byRegex("\\b([A-ZÄÖÜ][^\\s\\.,]+( [A-ZÄÖÜ]{1,2}\\.?)?( ?[A-ZÄÖÜ]\\.?)?) et al\\.?", "CBI_author", EntityType.ENTITY, 1, $section)
.forEach(entity -> {
entity.redact("CBI.16.2", "Author found by \"et al\" regex", "Article 39(e)(2) of Regulation (EC) No 178/2002");
dictionary.recommendEverywhere(entity);
});
end
// Rule unit: CBI.17
rule "CBI.17.0: Add recommendation for Addresses in Test Organism sections, without colon"
when
$section: Section(!hasTables(), containsString("Species") && containsString("Source") && !containsString("Species:") && !containsString("Source:"))
then
entityCreationService.lineAfterString("Source", "CBI_address", EntityType.RECOMMENDATION, $section)
.forEach(entity -> entity.skip("CBI.17.0", "Line after \"Source\" in Test Organism Section"));
end
rule "CBI.17.1: Add recommendation for Addresses in Test Organism sections, with colon"
when
$section: Section(!hasTables(), containsString("Species:"), containsString("Source:"))
then
entityCreationService.lineAfterString("Source:", "CBI_address", EntityType.RECOMMENDATION, $section)
.forEach(entity -> entity.skip("CBI.17.1", "Line after \"Source:\" in Test Animals Section"));
end
// Rule unit: CBI.20
rule "CBI.20.1: Redact between \"PERFORMING LABORATORY\" and \"LABORATORY PROJECT ID:\" (non vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(!hasTables(), containsString("PERFORMING LABORATORY:"), containsString("LABORATORY PROJECT ID:"))
then
entityCreationService.betweenStrings("PERFORMING LABORATORY:", "LABORATORY PROJECT ID:", "CBI_address", EntityType.ENTITY, $section)
.forEach(laboratoryEntity -> {
laboratoryEntity.skip("CBI.20.1", "PERFORMING LABORATORY was found for non vertebrate study");
dictionary.recommendEverywhere(laboratoryEntity);
});
end
rule "CBI.20.2: Redact between \"PERFORMING LABORATORY\" and \"LABORATORY PROJECT ID:\" (vertebrate study)"
agenda-group "LOCAL_DICTIONARY_ADDS"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(!hasTables(), containsString("PERFORMING LABORATORY:"), containsString("LABORATORY PROJECT ID:"))
then
entityCreationService.betweenStrings("PERFORMING LABORATORY:", "LABORATORY PROJECT ID:", "CBI_address", EntityType.ENTITY, $section)
.forEach(laboratoryEntity -> {
laboratoryEntity.redact("CBI.20.2", "PERFORMING LABORATORY was found", "Article 39(e)(2) of Regulation (EC) No 178/2002");
dictionary.recommendEverywhere(laboratoryEntity);
});
end
// Rule unit: CBI.23
rule "CBI.23.0: Redact between \"AUTHOR(S)\" and \"(STUDY) COMPLETION DATE\" (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$document: Document(containsStringIgnoreCase("AUTHOR(S)"), containsAnyStringIgnoreCase("COMPLETION DATE", "STUDY COMPLETION DATE"))
then
entityCreationService.shortestBetweenAnyStringIgnoreCase(List.of("AUTHOR(S)", "AUTHOR(S):"), List.of("COMPLETION DATE", "COMPLETION DATE:", "STUDY COMPLETION DATE", "STUDY COMPLETION DATE:"), "CBI_author", EntityType.ENTITY, $document)
.forEach(authorEntity -> authorEntity.redact("CBI.23.0", "AUTHOR(S) was found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "CBI.23.1: Redact between \"AUTHOR(S)\" and \"(STUDY) COMPLETION DATE\" (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$document: Document(containsStringIgnoreCase("AUTHOR(S)"), containsAnyStringIgnoreCase("COMPLETION DATE", "STUDY COMPLETION DATE"))
then
entityCreationService.shortestBetweenAnyStringIgnoreCase(List.of("AUTHOR(S)", "AUTHOR(S):"), List.of("COMPLETION DATE", "COMPLETION DATE:", "STUDY COMPLETION DATE", "STUDY COMPLETION DATE:"), "CBI_author", EntityType.ENTITY, $document)
.forEach(authorEntity -> authorEntity.redact("CBI.23.1", "AUTHOR(S) was found", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
//------------------------------------ PII rules ------------------------------------
// Rule unit: PII.0
rule "PII.0.1: Redact all PII (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$pii: TextEntity(type() == "PII", dictionaryEntry)
then
$pii.redact("PII.0.1", "Personal Information found", "Article 39(e)(3) of Regulation (EC) No 178/2002");
end
rule "PII.0.2: Redact all PII (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$pii: TextEntity(type() == "PII", dictionaryEntry)
then
$pii.redact("PII.0.2", "Personal Information found", "Article 39(e)(2) of Regulation (EC) No 178/2002");
end
// Rule unit: PII.1
rule "PII.1.1: Redact Emails by RegEx (Non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsString("@"))
then
entityCreationService.byRegex("\\b([A-Za-z0-9._%+\\-]+@[A-Za-z0-9.\\-]+\\.[A-Za-z\\-]{1,23}[A-Za-z])\\b", "PII", EntityType.ENTITY, 1, $section)
.forEach(emailEntity -> emailEntity.redact("PII.1.1", "Found by Email Regex", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "PII.1.2: Redact Emails by RegEx (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsString("@"))
then
entityCreationService.byRegex("\\b([A-Za-z0-9._%+\\-]+@[A-Za-z0-9.\\-]+\\.[A-Za-z\\-]{1,23}[A-Za-z])\\b", "PII", EntityType.ENTITY, 1, $section)
.forEach(emailEntity -> emailEntity.redact("PII.1.2", "Found by Email Regex", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
rule "PII.1.3: Redact typoed Emails with indicator"
when
$section: Section(containsString("@") || containsStringIgnoreCase("mail"))
then
entityCreationService.byRegexIgnoreCase("mail[:\\.\\s]{1,2}([\\w\\/\\-\\{\\(\\. ]{3,20}(@|a|f)\\s?[\\w\\/\\-\\{\\(\\. ]{3,20}(\\. \\w{2,4}\\b|\\.\\B|\\.\\w{1,4}\\b))", "PII", EntityType.ENTITY, 1, $section)
.forEach(emailEntity -> emailEntity.redact("PII.1.3", "Personal information found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.2
rule "PII.2.1: Redact Phone and Fax by RegEx (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsString("Contact") ||
containsString("Telephone") ||
containsString("Phone") ||
containsString("Ph.") ||
containsString("Fax") ||
containsString("Tel") ||
containsString("Ter") ||
containsString("Mobile") ||
containsString("Fel") ||
containsString("Fer"))
then
entityCreationService.byRegexIgnoreCase("\\b(contact|telephone|phone|ph\\.|fax|tel|ter|mobile|fel|fer)[a-zA-Z\\s]{0,10}[:.\\s]{0,3}([\\+\\d\\(][\\s\\d\\(\\)\\-\\/\\.]{4,100}\\d)\\b", "PII", EntityType.ENTITY, 2, $section)
.forEach(contactEntity -> contactEntity.redact("PII.2.1", "Found by Phone and Fax Regex", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "PII.2.2: Redact Phone and Fax by RegEx (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsString("Contact") ||
containsString("Telephone") ||
containsString("Phone") ||
containsString("Ph.") ||
containsString("Fax") ||
containsString("Tel") ||
containsString("Ter") ||
containsString("Mobile") ||
containsString("Fel") ||
containsString("Fer"))
then
entityCreationService.byRegexIgnoreCase("\\b(contact|telephone|phone|ph\\.|fax|tel|ter|mobile|fel|fer)[a-zA-Z\\s]{0,10}[:.\\s]{0,3}([\\+\\d\\(][\\s\\d\\(\\)\\-\\/\\.]{4,100}\\d)\\b", "PII", EntityType.ENTITY, 2, $section)
.forEach(contactEntity -> contactEntity.redact("PII.2.2", "Found by Phone and Fax Regex", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
rule "PII.2.3: Redact phone numbers without indicators"
when
$section: Section(containsString("+"))
then
entityCreationService.byRegex("(\\+[\\dO]{1,2} )(\\([\\dO]{1,3}\\))?[\\d\\-O ]{8,15}", "PII", EntityType.ENTITY, $section)
.forEach(entity -> entity.redact("PII.2.3", "Personal information found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.3
rule "PII.3.1: Redact telephone numbers by RegEx (Non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(matchesRegex("[+]\\d{1,}"))
then
entityCreationService.byRegex("((([+]\\d{1,3} (\\d{7,12})\\b)|([+]\\d{1,3}(\\d{3,12})\\b|[+]\\d{1,3}([ -]\\(?\\d{1,6}\\)?){2,4})|[+]\\d{1,3} ?((\\d{2,6}\\)?)([ -]\\d{2,6}){1,4}))(-\\d{1,3})?\\b)", "PII", EntityType.ENTITY, 1, $section)
.forEach(entity -> entity.redact("PII.3.1", "Telephone number found by regex", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "PII.3.2: Redact telephone numbers by RegEx (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(matchesRegex("[+]\\d{1,}"))
then
entityCreationService.byRegex("((([+]\\d{1,3} (\\d{7,12})\\b)|([+]\\d{1,3}(\\d{3,12})\\b|[+]\\d{1,3}([ -]\\(?\\d{1,6}\\)?){2,4})|[+]\\d{1,3} ?((\\d{2,6}\\)?)([ -]\\d{2,6}){1,4}))(-\\d{1,3})?\\b)", "PII", EntityType.ENTITY, 1, $section)
.forEach(entity -> entity.redact("PII.3.2", "Telephone number found by regex", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.7
rule "PII.7.1: Redact contact information if applicant is found (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(getHeadline().containsString("applicant") ||
getHeadline().containsString("Primary contact") ||
getHeadline().containsString("Alternative contact") ||
containsString("Applicant") ||
containsString("Telephone number:"))
then
Stream.concat(entityCreationService.lineAfterStrings(List.of("Contact point:", "Contact:", "Alternative contact:", "European contact:", "No:", "Contact:", "Tel.:", "Tel:", "Telephone number:",
"Telephone No:", "Telephone:", "Phone No.", "Phone:", "Fax number:", "Fax:", "E-mail:", "Email:", "e-mail:", "E-mail address:"), "PII", EntityType.ENTITY, $section),
Stream.concat(
entityCreationService.betweenStrings("No:", "Fax", "PII", EntityType.ENTITY, $section),
entityCreationService.betweenStrings("Contact:", "Tel", "PII", EntityType.ENTITY, $section)
))
.forEach(entity -> entity.redact("PII.7.1", "Applicant information was found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "PII.7.2: Redact contact information if applicant is found (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(getHeadline().containsString("applicant") ||
getHeadline().containsString("Primary contact") ||
getHeadline().containsString("Alternative contact") ||
containsString("Applicant") ||
containsString("Telephone number:"))
then
Stream.concat(entityCreationService.lineAfterStrings(List.of("Contact point:", "Contact:", "Alternative contact:", "European contact:", "No:", "Contact:", "Tel.:", "Tel:", "Telephone number:",
"Telephone No:", "Telephone:", "Phone No.", "Phone:", "Fax number:", "Fax:", "E-mail:", "Email:", "e-mail:", "E-mail address:"), "PII", EntityType.ENTITY, $section),
Stream.concat(
entityCreationService.betweenStrings("No:", "Fax", "PII", EntityType.ENTITY, $section),
entityCreationService.betweenStrings("Contact:", "Tel", "PII", EntityType.ENTITY, $section)
))
.forEach(entity -> entity.redact("PII.7.2", "Applicant information was found", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.8
rule "PII.8.1: Redact contact information if producer is found (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsStringIgnoreCase("producer of the plant protection") ||
containsStringIgnoreCase("producer of the active substance") ||
containsStringIgnoreCase("manufacturer of the active substance") ||
containsStringIgnoreCase("manufacturer:") ||
containsStringIgnoreCase("Producer or producers of the active substance"))
then
Stream.concat(entityCreationService.lineAfterStrings(List.of("Contact point:", "Contact:", "Alternative contact:", "European contact:", "No:", "Contact:", "Tel.:", "Tel:", "Telephone number:",
"Telephone No:", "Telephone:", "Phone No.", "Phone:", "Fax number:", "Fax:", "E-mail:", "Email:", "e-mail:", "E-mail address:"), "PII", EntityType.ENTITY, $section),
Stream.concat(
entityCreationService.betweenStrings("No:", "Fax", "PII", EntityType.ENTITY, $section),
entityCreationService.betweenStrings("Contact:", "Tel", "PII", EntityType.ENTITY, $section)
))
.forEach(entity -> entity.redact("PII.8.1", "Producer was found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "PII.8.2: Redact contact information if producer is found (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$section: Section(containsStringIgnoreCase("producer of the plant protection") ||
containsStringIgnoreCase("producer of the active substance") ||
containsStringIgnoreCase("manufacturer of the active substance") ||
containsStringIgnoreCase("manufacturer:") ||
containsStringIgnoreCase("Producer or producers of the active substance"))
then
Stream.concat(entityCreationService.lineAfterStrings(List.of("Contact point:", "Contact:", "Alternative contact:", "European contact:", "No:", "Contact:", "Tel.:", "Tel:", "Telephone number:",
"Telephone No:", "Telephone:", "Phone No.", "Phone:", "Fax number:", "Fax:", "E-mail:", "Email:", "e-mail:", "E-mail address:"), "PII", EntityType.ENTITY, $section),
Stream.concat(
entityCreationService.betweenStrings("No:", "Fax", "PII", EntityType.ENTITY, $section),
entityCreationService.betweenStrings("Contact:", "Tel", "PII", EntityType.ENTITY, $section)
))
.forEach(entity -> entity.redact("PII.8.2", "Producer was found", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.10
rule "PII.10.0: Redact study director abbreviation"
when
$section: Section(containsString("KATH") || containsString("BECH") || containsString("KML"))
then
entityCreationService.byRegexIgnoreCase("((KATH)|(BECH)|(KML)) ?(\\d{4})","PII", EntityType.ENTITY, 1, $section)
.forEach(entity -> entity.redact("PII.10.0", "Personal information found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.11
rule "PII.11.0: Redact On behalf of Sequani Ltd.:"
when
$section: Section(!hasTables(), containsString("On behalf of Sequani Ltd.: Name Title"))
then
entityCreationService.betweenStrings("On behalf of Sequani Ltd.: Name Title", "On behalf of", "PII", EntityType.ENTITY, $section)
.forEach(authorEntity -> authorEntity.redact("PII.11.0", "On behalf of Sequani Ltd.: Name Title was found", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
// Rule unit: PII.12
rule "PII.12.0: Expand PII entities with salutation prefix"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$entityToExpand: TextEntity(type() == "PII", anyMatch(textBefore, "\\b(Mrs?|Ms|Miss|Sir|Madame?|Mme)\\s?\\.?\\s*"))
then
entityCreationService.byPrefixExpansionRegex($entityToExpand, "\\b(Mrs?|Ms|Miss|Sir|Madame?|Mme)\\s?\\.?\\s*")
.ifPresent(expandedEntity -> expandedEntity.apply("PII.12.0", "Expanded PII with salutation prefix", "Article 39(e)(3) of Regulation (EC) No 178/2002"));
end
rule "PII.12.1: Expand PII entities with salutation prefix"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$entityToExpand: TextEntity(type() == "PII", anyMatch(textBefore, "\\b(Mrs?|Ms|Miss|Sir|Madame?|Mme)\\s?\\.?\\s*"))
then
entityCreationService.byPrefixExpansionRegex($entityToExpand, "\\b(Mrs?|Ms|Miss|Sir|Madame?|Mme)\\s?\\.?\\s*")
.ifPresent(expandedEntity -> expandedEntity.apply("PII.12.1", "Expanded PII with salutation prefix", "Article 39(e)(2) of Regulation (EC) No 178/2002"));
end
//------------------------------------ Other rules ------------------------------------
// Rule unit: ETC.0
rule "ETC.0.0: Purity Hint"
when
$section: Section(containsStringIgnoreCase("purity"))
then
entityCreationService.byRegexIgnoreCase("(purity ?( of|\\(.{1,20}\\))?( ?:)?) .{0,5}[\\d\\.]+( .{0,4}\\.)? ?%", "hint_only", EntityType.HINT, 1, $section)
.forEach(hint -> hint.skip("ETC.0.0", "hint only"));
end
// Rule unit: ETC.2
rule "ETC.2.1: Redact signatures (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$signature: Image(imageType == ImageType.SIGNATURE)
then
$signature.redact("ETC.2.1", "Signature Found", "Article 39(e)(3) of Regulation (EC) No 178/2002");
end
rule "ETC.2.2: Redact signatures (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$signature: Image(imageType == ImageType.SIGNATURE)
then
$signature.redact("ETC.2.2", "Signature Found", "Article 39(e)(2) of Regulation (EC) No 178/2002");
end
// Rule unit: ETC.3
rule "ETC.3.1: Skip logos (non vertebrate study)"
when
not FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$logo: Image(imageType == ImageType.LOGO)
then
$logo.skip("ETC.3.1", "Logo Found");
end
rule "ETC.3.2: Redact logos (vertebrate study)"
when
FileAttribute(label == "Vertebrate Study", value soundslike "Yes" || value.toLowerCase() == "y")
$logo: Image(imageType == ImageType.LOGO)
then
$logo.redact("ETC.3.2", "Logo Found", "Article 39(e)(3) of Regulation (EC) No 178/2002");
end
// Rule unit: ETC.5
rule "ETC.5.0: Skip dossier_redaction entries if confidentiality is 'confidential'"
when
FileAttribute(label == "Confidentiality", value == "confidential")
$dossierRedaction: TextEntity(type() == "dossier_redaction")
then
$dossierRedaction.skip("ETC.5.0", "Ignore dossier_redaction when confidential");
$dossierRedaction.getIntersectingNodes().forEach(node -> update(node));
end
rule "ETC.5.1: Remove dossier_redaction entries if confidentiality is not 'confidential'"
salience 256
when
not FileAttribute(label == "Confidentiality", value == "confidential")
$dossierRedaction: TextEntity(type() == "dossier_redaction")
then
$dossierRedaction.remove("ETC.5.1", "Remove dossier_redaction when not confidential");
retract($dossierRedaction);
end
//------------------------------------ AI rules ------------------------------------
// Rule unit: AI.0
rule "AI.0.0: Add all NER Entities of type CBI_author"
salience 999
when
nerEntities: NerEntities(hasEntitiesOfType("CBI_author"))
then
nerEntities.streamEntitiesOfType("CBI_author")
.forEach(nerEntity -> entityCreationService.optionalByNerEntity(nerEntity, EntityType.RECOMMENDATION, document));
end
// Rule unit: AI.1
rule "AI.1.0: Combine and add NER Entities as CBI_address"
salience 999
when
nerEntities: NerEntities(hasEntitiesOfType("ORG") || hasEntitiesOfType("STREET") || hasEntitiesOfType("CITY"))
then
entityCreationService.combineNerEntitiesToCbiAddressDefaults(nerEntities, "CBI_address", EntityType.RECOMMENDATION, document).toList();
end
//------------------------------------ Manual changes rules ------------------------------------
// Rule unit: MAN.0
rule "MAN.0.0: Apply manual resize redaction"
salience 128
when
$resizeRedaction: ManualResizeRedaction($id: annotationId, $requestDate: requestDate)
not ManualResizeRedaction(annotationId == $id, requestDate.isBefore($requestDate))
$entityToBeResized: TextEntity(matchesAnnotationId($id))
then
manualChangesApplicationService.resize($entityToBeResized, $resizeRedaction);
retract($resizeRedaction);
update($entityToBeResized);
$entityToBeResized.getIntersectingNodes().forEach(node -> update(node));
end
rule "MAN.0.1: Apply manual resize redaction"
salience 128
when
$resizeRedaction: ManualResizeRedaction($id: annotationId, $requestDate: requestDate)
not ManualResizeRedaction(annotationId == $id, requestDate.isBefore($requestDate))
$imageToBeResized: Image(id == $id)
then
manualChangesApplicationService.resizeImage($imageToBeResized, $resizeRedaction);
retract($resizeRedaction);
update($imageToBeResized);
update($imageToBeResized.getParent());
end
// Rule unit: MAN.1
rule "MAN.1.0: Apply id removals that are valid and not in forced redactions to Entity"
salience 128
when
$idRemoval: IdRemoval($id: annotationId, !removeFromDictionary, !removeFromAllDossiers)
$entityToBeRemoved: TextEntity(matchesAnnotationId($id))
then
$entityToBeRemoved.getManualOverwrite().addChange($idRemoval);
update($entityToBeRemoved);
retract($idRemoval);
$entityToBeRemoved.getIntersectingNodes().forEach(node -> update(node));
end
rule "MAN.1.1: Apply id removals that are valid and not in forced redactions to Image"
salience 128
when
$idRemoval: IdRemoval($id: annotationId)
$imageEntityToBeRemoved: Image($id == id)
then
$imageEntityToBeRemoved.getManualOverwrite().addChange($idRemoval);
update($imageEntityToBeRemoved);
retract($idRemoval);
update($imageEntityToBeRemoved.getParent());
end
// Rule unit: MAN.2
rule "MAN.2.0: Apply force redaction"
salience 128
when
$force: ManualForceRedaction($id: annotationId)
$entityToForce: TextEntity(matchesAnnotationId($id))
then
$entityToForce.getManualOverwrite().addChange($force);
update($entityToForce);
$entityToForce.getIntersectingNodes().forEach(node -> update(node));
retract($force);
end
rule "MAN.2.1: Apply force redaction to images"
salience 128
when
$force: ManualForceRedaction($id: annotationId)
$imageToForce: Image(id == $id)
then
$imageToForce.getManualOverwrite().addChange($force);
update($imageToForce);
update($imageToForce.getParent());
retract($force);
end
// Rule unit: MAN.3
rule "MAN.3.0: Apply entity recategorization"
salience 128
when
$recategorization: ManualRecategorization($id: annotationId, $type: type, $requestDate: requestDate)
not ManualRecategorization($id == annotationId, requestDate.isBefore($requestDate))
$entityToBeRecategorized: TextEntity(matchesAnnotationId($id), type() != $type)
then
$entityToBeRecategorized.getIntersectingNodes().forEach(node -> update(node));
$entityToBeRecategorized.getManualOverwrite().addChange($recategorization);
update($entityToBeRecategorized);
retract($recategorization);
end
rule "MAN.3.1: Apply entity recategorization of same type"
salience 128
when
$recategorization: ManualRecategorization($id: annotationId, $type: type, $requestDate: requestDate)
not ManualRecategorization($id == annotationId, requestDate.isBefore($requestDate))
$entityToBeRecategorized: TextEntity(matchesAnnotationId($id), type() == $type)
then
$entityToBeRecategorized.getManualOverwrite().addChange($recategorization);
retract($recategorization);
end
rule "MAN.3.2: Apply image recategorization"
salience 128
when
$recategorization: ManualRecategorization($id: annotationId, $requestDate: requestDate)
not ManualRecategorization($id == annotationId, requestDate.isBefore($requestDate))
$imageToBeRecategorized: Image($id == id)
then
manualChangesApplicationService.recategorize($imageToBeRecategorized, $recategorization);
update($imageToBeRecategorized);
update($imageToBeRecategorized.getParent());
retract($recategorization);
end
rule "MAN.3.3: Apply recategorization entities by default"
salience 128
when
$entity: TextEntity(getManualOverwrite().getRecategorized().orElse(false), !dictionary.isHint(type()))
then
$entity.apply("MAN.3.3", "Recategorized entities are applied by default.", $entity.legalBasis());
end
// Rule unit: MAN.4
rule "MAN.4.0: Apply legal basis change"
salience 128
when
$legalBasisChange: ManualLegalBasisChange($id: annotationId)
$imageToBeRecategorized: Image($id == id)
then
$imageToBeRecategorized.getManualOverwrite().addChange($legalBasisChange);
update($imageToBeRecategorized)
retract($legalBasisChange)
end
rule "MAN.4.1: Apply legal basis change"
salience 128
when
$legalBasisChange: ManualLegalBasisChange($id: annotationId)
$entityToBeChanged: TextEntity(matchesAnnotationId($id))
then
$entityToBeChanged.getManualOverwrite().addChange($legalBasisChange);
update($entityToBeChanged)
retract($legalBasisChange)
end
//------------------------------------ Entity merging rules ------------------------------------
// Rule unit: X.0
rule "X.0.0: Remove Entity contained by Entity of same type"
salience 65
when
$larger: TextEntity($type: type(), $entityType: entityType, active())
$contained: TextEntity(containedBy($larger), type() == $type, entityType == $entityType, this != $larger, !hasManualChanges())
then
$contained.remove("X.0.0", "remove Entity contained by Entity of same type");
retract($contained);
end
// Rule unit: X.1
rule "X.1.0: Merge intersecting Entities of same type"
salience 64
when
$first: TextEntity($type: type(), $entityType: entityType, !resized(), active())
$second: TextEntity(intersects($first), type() == $type, entityType == $entityType, this != $first, !hasManualChanges(), active())
then
TextEntity mergedEntity = entityCreationService.mergeEntitiesOfSameType(List.of($first, $second), $type, $entityType, document);
$first.remove("X.1.0", "merge intersecting Entities of same type");
$second.remove("X.1.0", "merge intersecting Entities of same type");
retract($first);
retract($second);
mergedEntity.getIntersectingNodes().forEach(node -> update(node));
end
// Rule unit: X.2
rule "X.2.0: Remove Entity of type ENTITY when contained by FALSE_POSITIVE"
salience 64
when
$falsePositive: TextEntity($type: type(), entityType == EntityType.FALSE_POSITIVE, active())
$entity: TextEntity(containedBy($falsePositive), type() == $type, (entityType == EntityType.ENTITY || entityType == EntityType.HINT), !hasManualChanges())
then
$entity.getIntersectingNodes().forEach(node -> update(node));
$entity.remove("X.2.0", "remove Entity of type ENTITY when contained by FALSE_POSITIVE");
retract($entity)
end
// Rule unit: X.3
rule "X.3.0: Remove Entity of type RECOMMENDATION when contained by FALSE_RECOMMENDATION"
salience 64
when
$falseRecommendation: TextEntity($type: type(), entityType == EntityType.FALSE_RECOMMENDATION, active())
$recommendation: TextEntity(containedBy($falseRecommendation), type() == $type, entityType == EntityType.RECOMMENDATION, !hasManualChanges())
then
$recommendation.remove("X.3.0", "remove Entity of type RECOMMENDATION when contained by FALSE_RECOMMENDATION");
retract($recommendation);
end
// Rule unit: X.4
rule "X.4.0: Remove Entity of type RECOMMENDATION when text range equals ENTITY with same type"
salience 256
when
$entity: TextEntity($type: type(), (entityType == EntityType.ENTITY || entityType == EntityType.HINT), active())
$recommendation: TextEntity(getTextRange().equals($entity.getTextRange()), type() == $type, entityType == EntityType.RECOMMENDATION, !hasManualChanges())
then
$entity.addEngines($recommendation.getEngines());
$recommendation.remove("X.4.0", "remove Entity of type RECOMMENDATION when text range equals ENTITY with same type");
retract($recommendation);
end
// Rule unit: X.5
rule "X.5.0: Remove Entity of type RECOMMENDATION when intersected by ENTITY"
salience 256
when
$entity: TextEntity((entityType == EntityType.ENTITY || entityType == EntityType.HINT), active())
$recommendation: TextEntity(intersects($entity), entityType == EntityType.RECOMMENDATION, !hasManualChanges())
then
$recommendation.remove("X.5.0", "remove Entity of type RECOMMENDATION when intersected by ENTITY");
retract($recommendation);
end
rule "X.5.1: Remove Entity of type RECOMMENDATION when contained by RECOMMENDATION"
salience 256
when
$entity: TextEntity($type: type(), entityType == EntityType.RECOMMENDATION, active())
$recommendation: TextEntity(containedBy($entity), type() != $type, entityType == EntityType.RECOMMENDATION, !hasManualChanges())
then
$recommendation.remove("X.5.1", "remove Entity of type RECOMMENDATION when contained by RECOMMENDATION");
retract($recommendation);
end
// Rule unit: X.6
rule "X.6.0: Remove Entity of lower rank, when contained by entity of type ENTITY or HINT"
salience 32
when
$higherRank: TextEntity($type: type(), (entityType == EntityType.ENTITY || entityType == EntityType.HINT), active())
$lowerRank: TextEntity(containedBy($higherRank), type() != $type, dictionary.getDictionaryRank(type) < dictionary.getDictionaryRank($type), !hasManualChanges())
then
$lowerRank.getIntersectingNodes().forEach(node -> update(node));
$lowerRank.remove("X.6.0", "remove Entity of lower rank, when contained by entity of type ENTITY or HINT");
retract($lowerRank);
end
rule "X.6.1: remove Entity, when contained in another entity of type ENTITY or HINT with larger text range"
salience 32
when
$outer: TextEntity($type: type(), (entityType == EntityType.ENTITY || entityType == EntityType.HINT), active())
$inner: TextEntity(containedBy($outer), type() != $type, $outer.getTextRange().length > getTextRange().length(), !hasManualChanges())
then
$inner.getIntersectingNodes().forEach(node -> update(node));
$inner.remove("X.6.1", "remove Entity, when contained in another entity of type ENTITY or HINT with larger text range");
retract($inner);
end
// Rule unit: X.8
rule "X.8.0: Remove Entity when text range and type equals to imported Entity"
salience 257
when
$entity: TextEntity($type: type(), engines contains Engine.IMPORTED, active())
$other: TextEntity(getTextRange().equals($entity.getTextRange()), this != $entity, type() == $type, engines not contains Engine.IMPORTED)
then
$other.remove("X.8.0", "remove Entity when text range and type equals to imported Entity");
$entity.addEngines($other.getEngines());
retract($other);
end
rule "X.8.1: Remove Entity when intersected by imported Entity"
salience 256
when
$entity: TextEntity(engines contains Engine.IMPORTED, active())
$other: TextEntity(intersects($entity), this != $entity, engines not contains Engine.IMPORTED)
then
$other.remove("X.8.1", "remove Entity when intersected by imported Entity");
retract($other);
end
// Rule unit: X.9
rule "X.9.0: Merge mostly contained signatures"
when
$aiSignature: Image(imageType == ImageType.SIGNATURE, engines contains LayoutEngine.AI)
$signature: Image(imageType == ImageType.SIGNATURE, engines contains LayoutEngine.ALGORITHM, mostlyContains($aiSignature, 0.8))
then
$aiSignature.remove("X.9.0", "removed because already contained by alogrithm signature");
$signature.addEngine(LayoutEngine.AI);
end
// Rule unit: X.10
rule "X.10.0: remove false positives of ai"
when
$anyImage: Image(engines contains LayoutEngine.ALGORITHM)
$aiSignature: Image(imageType == ImageType.SIGNATURE, engines contains LayoutEngine.AI, !mostlyContainedBy($anyImage, 0.8))
then
$aiSignature.remove("X.10.0", "Removed because false positive");
end
//------------------------------------ File attributes rules ------------------------------------
// Rule unit: FA.1
rule "FA.1.0: Remove duplicate FileAttributes"
salience 64
when
$fileAttribute: FileAttribute($label: label, $value: value)
$duplicate: FileAttribute(this != $fileAttribute, label == $label, value == $value)
then
retract($duplicate);
end
//------------------------------------ Local dictionary search rules ------------------------------------
// Rule unit: LDS.0
rule "LDS.0.0: Run local dictionary search"
agenda-group "LOCAL_DICTIONARY_ADDS"
salience -999
when
$dictionaryModel: DictionaryModel(!localEntriesWithMatchedRules.isEmpty()) from dictionary.getDictionaryModels()
then
entityCreationService.bySearchImplementation($dictionaryModel.getLocalSearch(), $dictionaryModel.getType(), EntityType.RECOMMENDATION, document)
.forEach(entity -> {
Collection<MatchedRule> matchedRules = $dictionaryModel.getMatchedRulesForLocalDictionaryEntry(entity.getValue());
matchedRules.forEach(matchedRule -> entity.addMatchedRule(matchedRule.asSkippedIfApplied()));
});
end