PASS 1: Contextual Framework Facts Section
Case 5: Community Engagement for Infrastructure Projects
R Roles
S States
Rs Resources
Extracted Ontology Entities
R Roles
Roles Classes
0Roles Individuals
6City Client
Client Role"Engineer M is retained by the City as the lead engineer on a major public infrastructure project"
"the City requires a series of public engagement sessions to gather input from the affected community"
Field classification (triples vs literals)
actor: Cityattributes: {'planning_requirement': 'requires a series of public engagement sessions to gather input from the affected community'}
textReferencescontent: Engineer M is retained by the City as the lead engineer on a major public infrastructure project; the City requires a series of public engagement sessions to gather input from the affected communityroleClasscontent: Client RoleroleKindcontent: participantadditionalRelationshipscontent: {'type': 'instructedOutreachApproach', 'target': 'Firm DBA', 'quote': 'City leaders, citing economic, political, and social considerations, specifically instructed Firm DBA to perform the public engagement sessions in the way that Firm DBA completed them'}caseInvolvementcontent: Retains Engineer M as lead engineer on the highway upgrade project and requires public engagement sessions during planning. According to Firm DBA, City leaders, citing economic, political, and social considerations, specifically instructed Firm DBA to perform the public engagement sessions in the way that Firm DBA completed them.confidenceassessment: 0.92
Firm DBA Consultant Engineer
Consultant Engineer Role"Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions"
"Firm DBA organizes meetings at times and locations that are difficult for Community P residents to attend"
"Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held"
"Firm DBA submits a report claiming Community P’s support for the project, citing a lack of significant opposition and comments in support of the project"
"Firm DBA states that these practices are consistent with prior projects undertaken for the City"
"Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions"
Field classification (triples vs literals)
actor: Firm DBAattributes: {'internal_department': 'a department within its corporate structure that specializes in communications and public relations', 'professional_supervision': 'licensed professional engineers in charge or in supervisory roles of all departments in the firm as well as in Firm DBA ownership'}relationships: {'type': 'hasClient', 'target': 'City', 'quote': 'Firm DBA states that these practices are consistent with prior projects undertaken for the City'}; {'type': 'professionalPeerOf', 'target': "Engineer M's Firm", 'quote': 'Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions'}
textReferencescontent: Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions; Firm DBA organizes meetings at times and locations that are difficult for Community P residents to attend; Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held; Firm DBA submits a report claiming Community P’s support for the project, citing a lack of significant opposition and comments in support of the projectroleClasscontent: Consultant Engineer RoleroleCategorycontent: provider_clientroleKindcontent: professionalspecialtycontent: Public outreach and public engagement servicescaseInvolvementcontent: Engaged to coordinate public outreach and conduct the public engagement sessions. Organized meetings at times and locations difficult for Community P residents to attend, provided no method for written comments and held no virtual meetings, held the sessions in Community Q, and prepared and submitted a carefully framed report omitting these details and claiming Community P's support for the project.confidenceassessment: 0.93
Community Q Alternate Route Public
Public Role"The area in which Firm DBA holds the public outreach sessions, Community Q, is an alternate route for the major public infrastructure project"
"Many comments are received that support the upgrade through the historically underserved, underrepresented, and overburdened neighborhood (Community P) and not through Community Q"
Field classification (triples vs literals)
actor: Community Qattributes: {'project_relation': 'an alternate route for the major public infrastructure project'}
textReferencescontent: The area in which Firm DBA holds the public outreach sessions, Community Q, is an alternate route for the major public infrastructure project; Many comments are received that support the upgrade through the historically underserved, underrepresented, and overburdened neighborhood (Community P) and not through Community QroleClasscontent: Public RoleroleKindcontent: participantcaseInvolvementcontent: The area where Firm DBA holds the public outreach sessions and an alternate route for the project. Many comments received support routing the upgrade through Community P and not through Community Q.confidenceassessment: 0.88
Engineer M Lead Engineer
Engineer Role"Engineer M is retained by the City as the lead engineer on a major public infrastructure project"
"Engineer M expresses concern to Firm DBA about the public outreach and session locations"
"Engineer M is retained by the City as the lead engineer on a major public infrastructure project"
"Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions"
Field classification (triples vs literals)
actor: Engineer Mrelationships: {'type': 'hasClient', 'target': 'City', 'quote': 'Engineer M is retained by the City as the lead engineer on a major public infrastructure project'}; {'type': 'employedBy', 'target': "Engineer M's Firm", 'quote': 'Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions'}
textReferencescontent: Engineer M is retained by the City as the lead engineer on a major public infrastructure project; Engineer M expresses concern to Firm DBA about the public outreach and session locationsroleClasscontent: Lead EngineerroleCategorycontent: provider_clientroleKindcontent: professionalemployercontent: Engineer M's FirmadditionalRelationshipscontent: {'type': 'expressedConcernTo', 'target': 'Firm DBA', 'quote': 'Engineer M expresses concern to Firm DBA about the public outreach and session locations'}caseInvolvementcontent: Retained by the City as the lead engineer on the highway upgrade project through Community P. During the planning phase he expressed concern to Firm DBA about the public outreach practices and session locations, but Firm DBA proceeded and submitted a carefully framed report despite his concerns.confidenceassessment: 0.95
Community P Affected Public
Public Role"a historically underserved, underrepresented, and overburdened neighborhood"
"Few Community P members participate, and those who do express concerns about the project’s potential to displace residents and disrupt local businesses"
Field classification (triples vs literals)
actor: Community Pattributes: {'community_characteristics': 'historically underserved, underrepresented, and overburdened neighborhood'}
textReferencescontent: a historically underserved, underrepresented, and overburdened neighborhood; Few Community P members participate, and those who do express concerns about the project’s potential to displace residents and disrupt local businessesroleClasscontent: Public RoleroleKindcontent: participantadditionalRelationshipscontent: {'type': 'affectedByProjectOf', 'target': 'City', 'quote': 'a major public infrastructure project to upgrade a highway system that runs through Community P'}caseInvolvementcontent: The historically underserved, underrepresented, and overburdened neighborhood through which the highway upgrade runs. Few of its members participate in the outreach sessions because of the times and locations chosen, and those who do express concerns about displacement of residents and disruption of local businesses.confidenceassessment: 0.92
Engineer M Firm Partner
Engineer Role"Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions"
"Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions"
Field classification (triples vs literals)
actor: Engineer M's Firmrelationships: {'type': 'professionalPeerOf', 'target': 'Firm DBA', 'quote': 'Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessions'}
textReferencescontent: Engineer M’s firm partners with an engineering consultant, Firm DBA, to coordinate public outreach and conduct these sessionsroleClasscontent: Engineer RoleroleCategorycontent: professional_peerroleKindcontent: professionalcaseInvolvementcontent: The engineering firm of Engineer M on the highway upgrade project. It partners with Firm DBA to coordinate public outreach and conduct the required public engagement sessions.confidenceassessment: 0.85
S States
States Classes
7"Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held, including not identifying that written comments were no..."
"Firm DBA submits a report claiming Community P’s support for the project, citing a lack of significant opposition and comments in support of the project."
Field classification (triples vs literals)
textReferencescontent: Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held, including not identifying that written comments were not accepted.; Firm DBA submits a report claiming Community P’s support for the project, citing a lack of significant opposition and comments in support of the project.stateCategorycontent: disclosurepersistenceTypecontent: inertialprincipleTransformationcontent: Truthful and objective reporting becomes a concrete duty to disclose the session times, locations, and comment restrictions that shaped the reported support.confidenceassessment: 0.95
activationConditions: A report is prepared and submitted that omits material details about how the information it reports was gatheredterminationConditions: The omitted details are disclosed or the report is correctedobligationActivation: Obligation to include all relevant and pertinent information in reports
"Firm DBA organizes meetings at times and locations that are difficult for Community P residents to attend, such as during work hours at venues far from the area and not easily accessible via public tr..."
"Firm DBA’s outreach and notices do not provide for a method for community members to submit written comments"
"no virtual meetings are held to gather feedback from interested persons"
- Outreach sessions are organized at times and locations the affected community cannot practically attend
- No written comment channel or virtual meeting option is provided
Field classification (triples vs literals)
textReferencescontent: Firm DBA organizes meetings at times and locations that are difficult for Community P residents to attend, such as during work hours at venues far from the area and not easily accessible via public transit.; Firm DBA’s outreach and notices do not provide for a method for community members to submit written comments; no virtual meetings are held to gather feedback from interested personsstateCategorycontent: disclosurepersistenceTypecontent: inertialprincipleTransformationcontent: The requirement to gather input from the affected community becomes a concrete duty to restructure or supplement the outreach so Community P can actually participate.confidenceassessment: 0.95
activationConditions: Outreach sessions are organized at times and locations the affected community cannot practically attend; No written comment channel or virtual meeting option is providedterminationConditions: Accessible engagement sessions or comment channels are provided to the affected communityobligationActivation: Obligation to gather input from the affected community
"Firm DBA has licensed professional engineers in charge or in supervisory roles of all departments in the firm as well as in Firm DBA ownership."
Field classification (triples vs literals)
textReferencescontent: Firm DBA has licensed professional engineers in charge or in supervisory roles of all departments in the firm as well as in Firm DBA ownership.stateCategorycontent: regulatorypersistenceTypecontent: inertialprincipleTransformationcontent: Because licensed engineers supervise and own the firm, professional ethical standards apply concretely to how the communications department conducts the public engagement work.confidenceassessment: 0.9
activationConditions: Licensed professional engineers hold supervisory or ownership roles over the department providing the servicesterminationConditions: Licensed professional engineers no longer hold supervisory or ownership roles over the servicesobligationActivation: Professional ethics obligations attaching to the firm's conduct of the outreach services
"Engineer M expresses concern to Firm DBA about the public outreach and session locations"
Field classification (triples vs literals)
textReferencescontent: Engineer M expresses concern to Firm DBA about the public outreach and session locationsstateCategorycontent: epistemicpersistenceTypecontent: inertialprincipleTransformationcontent: Engineer M's awareness of the outreach deficiencies makes the duties attaching to knowledge of the flawed process applicable to Engineer M rather than to an uninformed party.confidenceassessment: 0.88
activationConditions: The agent observes or learns of the deficient outreach practices
"the City requires a series of public engagement sessions to gather input from the affected community"
Field classification (triples vs literals)
textReferencescontent: the City requires a series of public engagement sessions to gather input from the affected communitystateCategorycontent: regulatorypersistenceTypecontent: inertialprincipleTransformationcontent: The City requirement converts the general value of community input into a concrete project requirement to hold engagement sessions for the affected community.confidenceassessment: 0.85
activationConditions: The City imposes the public engagement requirement for the planning phaseterminationConditions: The required public engagement sessions are properly completedobligationActivation: Obligation to conduct public engagement sessions that gather input from the affected community
"express concerns about the project’s potential to displace residents and disrupt local businesses"
"a historically underserved, underrepresented, and overburdened neighborhood"
Field classification (triples vs literals)
textReferencescontent: express concerns about the project’s potential to displace residents and disrupt local businesses; a historically underserved, underrepresented, and overburdened neighborhoodstateCategorycontent: riskpersistenceTypecontent: inertialprincipleTransformationcontent: The community's exposure to displacement and business disruption makes the affected community's welfare a concrete consideration in the engagement and reporting duties on the project.confidenceassessment: 0.85
activationConditions: The project is planned to run through the community, creating potential displacement and business disruptionterminationConditions: The project is rerouted or measures remove the displacement and disruption exposure
"Firm DBA states that City leaders, citing economic, political, and social considerations, specifically instructed Firm DBA to perform the public engagement sessions in the way that Firm DBA completed ..."
Field classification (triples vs literals)
textReferencescontent: Firm DBA states that City leaders, citing economic, political, and social considerations, specifically instructed Firm DBA to perform the public engagement sessions in the way that Firm DBA completed them.stateCategorycontent: regulatorypersistenceTypecontent: inertialprincipleTransformationcontent: The client directive places the professionals' conduct of the sessions under an instruction from the client, framing how faithful-agent duties bear on the deficient process.confidenceassessment: 0.82
activationConditions: The client issues a specific instruction on how the contracted services are to be performedterminationConditions: The client withdraws or revises the instruction
States Individuals
7"Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held, including not identifying that written comments were no..."
"Firm DBA submits a report claiming Community P’s support for the project, citing a lack of significant opposition and comments in support of the project."
- The City
- Community P residents
- Engineer M
Field classification (triples vs literals)
textReferencescontent: Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held, including not identifying that written comments were not accepted.; Firm DBA submits a report claiming Community P’s support for the project, citing a lack of significant opposition and comments in support of the project.stateClasscontent: Selective Reporting Statesubjectcontent: Firm DBA's public engagement report submitted to the CityactivePeriodcontent: From preparation and submission of the report onwardtriggeringEventcontent: Firm DBA prepares and submits the carefully-framed report omitting the session details and the written-comment restrictionterminatedBycontent: Not terminated in the case; the omissions stand in the submitted reportaffectedPartiescontent: The City; Community P residents; Engineer Mconfidenceassessment: 0.95urgencyLevelassessment: high
"Engineer M expresses concern to Firm DBA about the public outreach and session locations"
- Engineer M
- Firm DBA
Field classification (triples vs literals)
textReferencescontent: Engineer M expresses concern to Firm DBA about the public outreach and session locationsstateClasscontent: Knowledge Statesubjectcontent: Engineer MactivePeriodcontent: From Engineer M's observation of the outreach practices through the submission of the reporttriggeringEventcontent: Engineer M observes the public outreach practices and session locations and expresses concern to Firm DBAterminatedBycontent: Not terminated in the caseaffectedPartiescontent: Engineer M; Firm DBAconfidenceassessment: 0.88urgencyLevelassessment: medium
"Firm DBA has licensed professional engineers in charge or in supervisory roles of all departments in the firm as well as in Firm DBA ownership."
- Firm DBA
- Engineer M
Field classification (triples vs literals)
textReferencescontent: Firm DBA has licensed professional engineers in charge or in supervisory roles of all departments in the firm as well as in Firm DBA ownership.stateClasscontent: Regulatory Applicability Statesubjectcontent: Firm DBA's conduct of the public outreach servicesactivePeriodcontent: Throughout Firm DBA's engagement on the projecttriggeringEventcontent: Firm DBA, with licensed professional engineers in supervisory roles of all departments and in its ownership, is engaged to coordinate the public outreachterminatedBycontent: Not terminated in the caseaffectedPartiescontent: Firm DBA; Engineer Mconfidenceassessment: 0.88urgencyLevelassessment: medium
"Firm DBA states that City leaders, citing economic, political, and social considerations, specifically instructed Firm DBA to perform the public engagement sessions in the way that Firm DBA completed ..."
- Firm DBA
- The City
- Community P residents
Field classification (triples vs literals)
textReferencescontent: Firm DBA states that City leaders, citing economic, political, and social considerations, specifically instructed Firm DBA to perform the public engagement sessions in the way that Firm DBA completed them.stateClasscontent: Client Instruction Statesubjectcontent: Firm DBA's performance of the public engagement sessions under the City leaders' instruction, as stated by Firm DBAactivePeriodcontent: From the City leaders' instruction through completion of the sessionstriggeringEventcontent: City leaders, citing economic, political, and social considerations, specifically instruct Firm DBA on how to perform the public engagement sessionsterminatedBycontent: Completion of the public engagement sessions as instructedaffectedPartiescontent: Firm DBA; The City; Community P residentsconfidenceassessment: 0.82urgencyLevelassessment: medium
"the City requires a series of public engagement sessions to gather input from the affected community"
- Engineer M
- Firm DBA
- Community P residents
- The City
Field classification (triples vs literals)
textReferencescontent: the City requires a series of public engagement sessions to gather input from the affected communitystateClasscontent: Regulatory Statesubjectcontent: The planning phase of the highway upgrade projectactivePeriodcontent: During the planning phase of the projecttriggeringEventcontent: The City imposes the requirement for a series of public engagement sessions during the planning phaseterminatedBycontent: Completion of the required public engagement sessionsaffectedPartiescontent: Engineer M; Firm DBA; Community P residents; The Cityconfidenceassessment: 0.85urgencyLevelassessment: medium
"express concerns about the project’s potential to displace residents and disrupt local businesses"
"a historically underserved, underrepresented, and overburdened neighborhood"
- Community P residents
- Community P local businesses
Field classification (triples vs literals)
textReferencescontent: express concerns about the project’s potential to displace residents and disrupt local businesses; a historically underserved, underrepresented, and overburdened neighborhoodstateClasscontent: Community Displacement Risk Statesubjectcontent: Community P residents and local businesses along the planned highway upgrade routeactivePeriodcontent: While the project is planned to run through Community PtriggeringEventcontent: The highway upgrade project is planned to run through Community P, a historically underserved, underrepresented, and overburdened neighborhoodterminatedBycontent: Not terminated in the caseaffectedPartiescontent: Community P residents; Community P local businessesconfidenceassessment: 0.85urgencyLevelassessment: high
"Firm DBA organizes meetings at times and locations that are difficult for Community P residents to attend, such as during work hours at venues far from the area and not easily accessible via public tr..."
"Firm DBA’s outreach and notices do not provide for a method for community members to submit written comments"
"no virtual meetings are held to gather feedback from interested persons"
- Community P residents
- Engineer M
- The City
Field classification (triples vs literals)
textReferencescontent: Firm DBA organizes meetings at times and locations that are difficult for Community P residents to attend, such as during work hours at venues far from the area and not easily accessible via public transit.; Firm DBA’s outreach and notices do not provide for a method for community members to submit written comments; no virtual meetings are held to gather feedback from interested personsstateClasscontent: Public Engagement Deficiency Statesubjectcontent: The public engagement process for the highway upgrade project affecting Community PactivePeriodcontent: From Firm DBA's organization of the sessions through completion of the outreach efforttriggeringEventcontent: Firm DBA organizes the public engagement sessions at times and locations difficult for Community P residents to attend, without written comment or virtual optionsterminatedBycontent: Not terminated in the case; the sessions are completed as organizedaffectedPartiescontent: Community P residents; Engineer M; The Cityconfidenceassessment: 0.95urgencyLevelassessment: high
Rs Resources
Resources Classes
1"Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held, including not identifying that written comments were no..."
Field classification (triples vs literals)
textReferencescontent: Firm DBA prepares a carefully-framed report, omitting details about where the sessions were held and at what time of day the sessions were held, including not identifying that written comments were not accepted.resourceCategorycontent: reference_materialconfidenceassessment: 0.75
Resources Individuals
1Firm DBA Public Engagement Report
Reference Material"Firm DBA submits a report claiming Community P's support for the project, citing a lack of significant opposition and comments in support of the project."
Field classification (triples vs literals)
usedBy: Firm DBA
textReferencescontent: Firm DBA submits a report claiming Community P's support for the project, citing a lack of significant opposition and comments in support of the project.resourceClasscontent: Reference Materialtopiccontent: public engagement results for the highway upgrade projectconfidenceassessment: 0.78