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agenda-001-en extraction

100.0%
Model: gemini-2.0-flash
Latency: 9.172s
Tokens: 1174/1192
PDF Document
Extracted Data
Comparison
Fields
Raw Text
Prompts
Schema
LLM Extracted Data
{
  "chairman": {
    "name": "Julie Stanton",
    "title": "Chief Paradigm Facilitator"
  },
  "date": "2026-01-26",
  "endTime": "13:00",
  "invitees": [
    {
      "name": "Arthur VonRueden",
      "title": "National Applications Analyst"
    },
    {
      "name": "Rachael Bernier",
      "title": "Internal Program Officer"
    },
    {
      "name": "Theodore Raynor Sr.",
      "title": "Corporate Directives Specialist"
    },
    {
      "name": "Sally Ziemann DDS",
      "title": "Future Operations Supervisor"
    },
    {
      "name": "Corey DuBuque Sr.",
      "title": "International Accountability Agent"
    },
    {
      "name": "Aaron Nikolaus",
      "title": "Customer Mobility Supervisor"
    },
    {
      "name": "Geoffrey Ryan",
      "title": "Chief Tactics Supervisor"
    },
    {
      "name": "Mrs. Ann Waelchi",
      "title": "Senior Directives Officer"
    },
    {
      "name": "Doreen Kozey",
      "title": "Future Group Planner"
    },
    {
      "name": "Mrs. Kristy Kohler",
      "title": "Lead Accountability Supervisor"
    },
    {
      "name": "Mr. Leroy Schumm",
      "title": "Central Research Engineer"
    },
    {
      "name": "Leo Stokes",
      "title": "Customer Functionality Consultant"
    }
  ],
  "items": [
    {
      "actionRequired": "information",
      "description": "Defluo terebro attollo adeptio autem cicuta quod.",
      "duration": "45 minutes",
      "number": "1",
      "title": "Opening and Welcome"
    },
    {
      "actionRequired": "discussion",
      "description": "Tendo acceptus pel thalassinus solio asperiores odit magnam alius.",
      "duration": "15 minutes",
      "number": "2",
      "presenter": {
        "name": "Joanne Abshire PhD",
        "title": "Legacy Interactions Facilitator"
      },
      "title": "Approval of Minutes"
    },
    {
      "actionRequired": "discussion",
      "description": "Depereo temeritas custodia spiculum architecto.",
      "duration": "15 minutes",
      "number": "3",
      "title": "Financial Report"
    },
    {
      "actionRequired": "decision",
      "description": "Arcus textor atavus consectetur subvenio cattus cornu decretum.",
      "duration": "30 minutes",
      "number": "4",
      "title": "Strategic Update"
    },
    {
      "actionRequired": "decision",
      "description": "Vinum comparo asper victoria ventito vita.",
      "duration": "30 minutes",
      "number": "5",
      "presenter": {
        "name": "Dr. Donald Franecki",
        "title": "Regional Division Specialist"
      },
      "title": "New Business"
    },
    {
      "actionRequired": "discussion",
      "description": "Corrumpo vulnero volutabrum.",
      "duration": "45 minutes",
      "number": "6",
      "presenter": {
        "name": "Leah Wilkinson",
        "title": "Regional Directives Specialist"
      },
      "title": "Committee Reports"
    },
    {
      "actionRequired": "information",
      "description": "Accusamus strues apud timidus tempora.",
      "duration": "30 minutes",
      "number": "7",
      "presenter": {
        "name": "Clark Nienow",
        "title": "National Paradigm Analyst"
      },
      "title": "Action Items Review"
    },
    {
      "actionRequired": "discussion",
      "description": "Acquiro tantillus curvo artificiose tristis pauci demonstro copiose studio arma.",
      "duration": "30 minutes",
      "number": "8",
      "presenter": {
        "name": "Alexandra Heathcote",
        "title": "Corporate Metrics Consultant"
      },
      "title": "Any Other Business"
    }
  ],
  "location": "Bailey - Hoppe - Executive Suite",
  "meetingNumber": "MTG-2026-MFL",
  "meetingTitle": "incentivize back-end models",
  "meetingType": "annual_general_meeting",
  "rsvpDeadline": "2026-04-09",
  "secretary": {
    "name": "Janie Bartoletti",
    "title": "Future Assurance Developer"
  },
  "startTime": "10:00"
}
Side-by-Side Comparison

Extracted

{
  "chairman": {
    "name": "Julie Stanton",
    "title": "Chief Paradigm Facilitator"
  },
  "date": "2026-01-26",
  "endTime": "13:00",
  "invitees": [
    {
      "name": "Arthur VonRueden",
      "title": "National Applications Analyst"
    },
    {
      "name": "Rachael Bernier",
      "title": "Internal Program Officer"
    },
    {
      "name": "Theodore Raynor Sr.",
      "title": "Corporate Directives Specialist"
    },
    {
      "name": "Sally Ziemann DDS",
      "title": "Future Operations Supervisor"
    },
    {
      "name": "Corey DuBuque Sr.",
      "title": "International Accountability Agent"
    },
    {
      "name": "Aaron Nikolaus",
      "title": "Customer Mobility Supervisor"
    },
    {
      "name": "Geoffrey Ryan",
      "title": "Chief Tactics Supervisor"
    },
    {
      "name": "Mrs. Ann Waelchi",
      "title": "Senior Directives Officer"
    },
    {
      "name": "Doreen Kozey",
      "title": "Future Group Planner"
    },
    {
      "name": "Mrs. Kristy Kohler",
      "title": "Lead Accountability Supervisor"
    },
    {
      "name": "Mr. Leroy Schumm",
      "title": "Central Research Engineer"
    },
    {
      "name": "Leo Stokes",
      "title": "Customer Functionality Consultant"
    }
  ],
  "items": [
    {
      "actionRequired": "information",
      "description": "Defluo terebro attollo adeptio autem cicuta quod.",
      "duration": "45 minutes",
      "number": "1",
      "title": "Opening and Welcome"
    },
    {
      "actionRequired": "discussion",
      "description": "Tendo acceptus pel thalassinus solio asperiores odit magnam alius.",
      "duration": "15 minutes",
      "number": "2",
      "presenter": {
        "name": "Joanne Abshire PhD",
        "title": "Legacy Interactions Facilitator"
      },
      "title": "Approval of Minutes"
    },
    {
      "actionRequired": "discussion",
      "description": "Depereo temeritas custodia spiculum architecto.",
      "duration": "15 minutes",
      "number": "3",
      "title": "Financial Report"
    },
    {
      "actionRequired": "decision",
      "description": "Arcus textor atavus consectetur subvenio cattus cornu decretum.",
      "duration": "30 minutes",
      "number": "4",
      "title": "Strategic Update"
    },
    {
      "actionRequired": "decision",
      "description": "Vinum comparo asper victoria ventito vita.",
      "duration": "30 minutes",
      "number": "5",
      "presenter": {
        "name": "Dr. Donald Franecki",
        "title": "Regional Division Specialist"
      },
      "title": "New Business"
    },
    {
      "actionRequired": "discussion",
      "description": "Corrumpo vulnero volutabrum.",
      "duration": "45 minutes",
      "number": "6",
      "presenter": {
        "name": "Leah Wilkinson",
        "title": "Regional Directives Specialist"
      },
      "title": "Committee Reports"
    },
    {
      "actionRequired": "information",
      "description": "Accusamus strues apud timidus tempora.",
      "duration": "30 minutes",
      "number": "7",
      "presenter": {
        "name": "Clark Nienow",
        "title": "National Paradigm Analyst"
      },
      "title": "Action Items Review"
    },
    {
      "actionRequired": "discussion",
      "description": "Acquiro tantillus curvo artificiose tristis pauci demonstro copiose studio arma.",
      "duration": "30 minutes",
      "number": "8",
      "presenter": {
        "name": "Alexandra Heathcote",
        "title": "Corporate Metrics Consultant"
      },
      "title": "Any Other Business"
    }
  ],
  "location": "Bailey - Hoppe - Executive Suite",
  "meetingNumber": "MTG-2026-MFL",
  "meetingTitle": "incentivize back-end models",
  "meetingType": "annual_general_meeting",
  "rsvpDeadline": "2026-04-09",
  "secretary": {
    "name": "Janie Bartoletti",
    "title": "Future Assurance Developer"
  },
  "startTime": "10:00"
}

Ground Truth

{
  "category": "agenda",
  "chairman": {
    "email": "Dameon.Murray@yahoo.com",
    "name": "Julie Stanton",
    "title": "Chief Paradigm Facilitator"
  },
  "date": "2026-01-26",
  "documentId": "agenda-001-en",
  "endTime": "13:00",
  "invitees": [
    {
      "email": "Halle38@gmail.com",
      "name": "Arthur VonRueden",
      "title": "National Applications Analyst"
    },
    {
      "email": "Morgan_Jerde2@yahoo.com",
      "name": "Rachael Bernier",
      "title": "Internal Program Officer"
    },
    {
      "email": "Buck.Hauck@hotmail.com",
      "name": "Theodore Raynor Sr.",
      "title": "Corporate Directives Specialist"
    },
    {
      "email": "Everette.McKenzie@gmail.com",
      "name": "Sally Ziemann DDS",
      "title": "Future Operations Supervisor"
    },
    {
      "email": "Candelario79@hotmail.com",
      "name": "Corey DuBuque Sr.",
      "title": "International Accountability Agent"
    },
    {
      "email": "Rhiannon.Hartmann@yahoo.com",
      "name": "Aaron Nikolaus",
      "title": "Customer Mobility Supervisor"
    },
    {
      "email": "Warren60@yahoo.com",
      "name": "Geoffrey Ryan",
      "title": "Chief Tactics Supervisor"
    },
    {
      "email": "Lizeth1@yahoo.com",
      "name": "Mrs. Ann Waelchi",
      "title": "Senior Directives Officer"
    },
    {
      "email": "Gabriel86@yahoo.com",
      "name": "Doreen Kozey",
      "title": "Future Group Planner"
    },
    {
      "email": "Remington.Kling@hotmail.com",
      "name": "Mrs. Kristy Kohler",
      "title": "Lead Accountability Supervisor"
    },
    {
      "email": "Therese6@hotmail.com",
      "name": "Mr. Leroy Schumm",
      "title": "Central Research Engineer"
    },
    {
      "email": "Brionna.Dicki-Walter@hotmail.com",
      "name": "Leo Stokes",
      "title": "Customer Functionality Consultant"
    }
  ],
  "items": [
    {
      "actionRequired": "information",
      "description": "Defluo terebro attollo adeptio autem cicuta quod.",
      "duration": "45 minutes",
      "number": "1",
      "title": "Opening and Welcome"
    },
    {
      "actionRequired": "discussion",
      "description": "Tendo acceptus pel thalassinus solio asperiores odit magnam alius.",
      "duration": "15 minutes",
      "number": "2",
      "presenter": {
        "email": "Whitney_Pfannerstill@yahoo.com",
        "name": "Joanne Abshire PhD",
        "title": "Legacy Interactions Facilitator"
      },
      "title": "Approval of Minutes"
    },
    {
      "actionRequired": "discussion",
      "description": "Depereo temeritas custodia spiculum architecto.",
      "duration": "15 minutes",
      "number": "3",
      "title": "Financial Report"
    },
    {
      "actionRequired": "decision",
      "description": "Arcus textor atavus consectetur subvenio cattus cornu decretum.",
      "duration": "30 minutes",
      "number": "4",
      "title": "Strategic Update"
    },
    {
      "actionRequired": "decision",
      "description": "Vinum comparo asper victoria ventito vita.",
      "duration": "30 minutes",
      "number": "5",
      "presenter": {
        "email": "Koby.Heidenreich@gmail.com",
        "name": "Dr. Donald Franecki",
        "title": "Regional Division Specialist"
      },
      "title": "New Business"
    },
    {
      "actionRequired": "discussion",
      "description": "Corrumpo vulnero volutabrum.",
      "duration": "45 minutes",
      "number": "6",
      "presenter": {
        "email": "Antoinette_Rath@gmail.com",
        "name": "Leah Wilkinson",
        "title": "Regional Directives Specialist"
      },
      "title": "Committee Reports"
    },
    {
      "actionRequired": "information",
      "description": "Accusamus strues apud timidus tempora.",
      "duration": "30 minutes",
      "number": "7",
      "presenter": {
        "email": "Marcella_Dicki@hotmail.com",
        "name": "Clark Nienow",
        "title": "National Paradigm Analyst"
      },
      "title": "Action Items Review"
    },
    {
      "actionRequired": "discussion",
      "description": "Acquiro tantillus curvo artificiose tristis pauci demonstro copiose studio arma.",
      "duration": "30 minutes",
      "number": "8",
      "presenter": {
        "email": "Tyree66@gmail.com",
        "name": "Alexandra Heathcote",
        "title": "Corporate Metrics Consultant"
      },
      "title": "Any Other Business"
    }
  ],
  "location": "Bailey - Hoppe - Executive Suite",
  "meetingNumber": "MTG-2026-MFL",
  "meetingTitle": "incentivize back-end models",
  "meetingType": "annual_general_meeting",
  "notes": "Cenaculum talus uredo angelus dolores vester tergum. Cotidie comitatus accommodo solitudo taceo officia varius. Peccatus articulus communis absum a debilito aperio clamo adipiscor.",
  "rsvpDeadline": "2026-04-09",
  "secretary": {
    "email": "Jocelyn78@hotmail.com",
    "name": "Janie Bartoletti",
    "title": "Future Assurance Developer"
  },
  "startTime": "10:00",
  "templateVariant": "default"
}
Field Analysis
Matched
88
Mismatched
0
Missing
0
Accuracy
100.0%

Matched 88

  • ✓ invitees[4].title
  • ✓ items[1].presenter.title
  • ✓ items[2].title
  • ✓ items[5].description
  • ✓ meetingNumber
  • ✓ invitees[6].title
  • ✓ items[1].duration
  • ✓ invitees[3].name
  • ✓ invitees[5].name
  • ✓ invitees[11].title
  • ✓ items[0].description
  • ✓ items[0].actionRequired
  • ✓ items[4].description
  • ✓ items[4].presenter.title
  • ✓ invitees[7].title
  • ✓ invitees[11].name
  • ✓ items[0].number
  • ✓ items[3].description
  • ✓ items[3].duration
  • ✓ items[4].actionRequired
  • ✓ items[5].actionRequired
  • ✓ invitees[1].name
  • ✓ invitees[10].name
  • ✓ items[5].number
  • ✓ items[6].actionRequired
  • ✓ items[6].number
  • ✓ invitees[0].name
  • ✓ invitees[2].name
  • ✓ items[2].description
  • ✓ items[6].description
  • ✓ items[6].presenter.name
  • ✓ items[6].duration
  • ✓ meetingTitle
  • ✓ startTime
  • ✓ date
  • ✓ invitees[6].name
  • ✓ items[0].duration
  • ✓ items[2].duration
  • ✓ items[5].duration
  • ✓ items[7].duration
  • ✓ items[7].actionRequired
  • ✓ invitees[0].title
  • ✓ invitees[8].title
  • ✓ invitees[9].name
  • ✓ invitees[10].title
  • ✓ items[1].title
  • ✓ rsvpDeadline
  • ✓ secretary.name
  • ✓ items[3].number
  • ✓ items[3].actionRequired
  • ✓ items[4].presenter.name
  • ✓ items[4].duration
  • ✓ items[4].title
  • ✓ meetingType
  • ✓ invitees[5].title
  • ✓ invitees[9].title
  • ✓ items[2].actionRequired
  • ✓ items[5].title
  • ✓ items[6].title
  • ✓ items[7].title
  • ✓ items[0].title
  • ✓ items[6].presenter.title
  • ✓ endTime
  • ✓ secretary.title
  • ✓ items[5].presenter.title
  • ✓ items[7].presenter.name
  • ✓ items[7].presenter.title
  • ✓ items[1].actionRequired
  • ✓ items[2].number
  • ✓ items[7].description
  • ✓ location
  • ✓ invitees[7].name
  • ✓ invitees[8].name
  • ✓ items[1].description
  • ✓ items._length
  • ✓ chairman.name
  • ✓ invitees[1].title
  • ✓ invitees[2].title
  • ✓ invitees._length
  • ✓ items[1].number
  • ✓ items[3].title
  • ✓ items[4].number
  • ✓ chairman.title
  • ✓ invitees[4].name
  • ✓ items[1].presenter.name
  • ✓ items[5].presenter.name
  • ✓ items[7].number
  • ✓ invitees[3].title
Extracted Text from PDF
MEETING AGENDA
Meeting: incentivize back-end models
Meeting Number: MTG-2026-MFL
Type: ANNUAL GENERAL MEETING
Date: 2026-01-26
Time: 10:00 - 13:00
Location: Bailey - Hoppe - Executive Suite
RSVP Deadline: 2026-04-09
Meeting Officers
Chairman: Julie Stanton (Chief Paradigm Facilitator)
Secretary: Janie Bartoletti (Future Assurance Developer)
Invitees
• Arthur VonRueden - National Applications Analyst
• Rachael Bernier - Internal Program Officer
• Theodore Raynor Sr. - Corporate Directives Specialist
• Sally Ziemann DDS - Future Operations Supervisor
• Corey DuBuque Sr. - International Accountability Agent
• Aaron Nikolaus - Customer Mobility Supervisor
• Geoffrey Ryan - Chief Tactics Supervisor
• Mrs. Ann Waelchi - Senior Directives Officer
• Doreen Kozey - Future Group Planner
• Mrs. Kristy Kohler - Lead Accountability Supervisor
• Mr. Leroy Schumm - Central Research Engineer
• Leo Stokes - Customer Functionality Consultant
Agenda Items
1. Opening and Welcome
Defluo terebro attollo adeptio autem cicuta quod.
Duration: 45 minutes
Action Required: information
2. Approval of Minutes
Tendo acceptus pel thalassinus solio asperiores odit magnam alius.
Presenter: Joanne Abshire PhD (Legacy Interactions Facilitator)
Duration: 15 minutes
Action Required: discussion
3. Financial Report
Depereo temeritas custodia spiculum architecto.
Duration: 15 minutes
Action Required: discussion
4. Strategic Update
Arcus textor atavus consectetur subvenio cattus cornu decretum.
Duration: 30 minutes
Action Required: decision

5. New Business
Vinum comparo asper victoria ventito vita.
Presenter: Dr. Donald Franecki (Regional Division Specialist)
Duration: 30 minutes
Action Required: decision
6. Committee Reports
Corrumpo vulnero volutabrum.
Presenter: Leah Wilkinson (Regional Directives Specialist)
Duration: 45 minutes
Action Required: discussion
7. Action Items Review
Accusamus strues apud timidus tempora.
Presenter: Clark Nienow (National Paradigm Analyst)
Duration: 30 minutes
Action Required: information
8. Any Other Business
Acquiro tantillus curvo artificiose tristis pauci demonstro copiose studio arma.
Presenter: Alexandra Heathcote (Corporate Metrics Consultant)
Duration: 30 minutes
Action Required: discussion
System Prompt
You are a precise document data extraction expert. Your task is to extract structured data from agenda documents.

## Extraction Guidelines

Extract meeting agenda data including:
- Meeting type, title, number
- Date, start time, end time
- Location and video conference link
- Chairman and secretary (name, title)
- Invitees (name, title)
- Agenda items (number, title, description, presenter with name/title, duration, actionRequired)
- RSVP deadline

## Important Rules

1. **Dates**: Always use ISO format (YYYY-MM-DD) for full dates, HH:MM for times
2. **Currency**: Use 3-letter ISO 4217 codes (EUR, USD, GBP, etc.)
3. **Missing optional fields**: Omit them entirely, don't use null or empty strings
4. **Required fields**: Make your best effort to extract; if truly not present, use reasonable placeholder
5. **Numbers**: Extract as numeric values, not strings (except for identifiers like document numbers)
6. **Arrays**: Always return arrays even if only one item exists
7. **Text content**: Preserve important content accurately but you may summarize very long passages
8. **Names**: Extract full names as they appear in the document

Respond with a JSON object containing the extracted data. Be precise and extract only what is explicitly stated in the document.
User Prompt
Please extract all structured data from this agenda document:

---
MEETING AGENDA
Meeting: incentivize back-end models
Meeting Number: MTG-2026-MFL
Type: ANNUAL GENERAL MEETING
Date: 2026-01-26
Time: 10:00 - 13:00
Location: Bailey - Hoppe - Executive Suite
RSVP Deadline: 2026-04-09
Meeting Officers
Chairman: Julie Stanton (Chief Paradigm Facilitator)
Secretary: Janie Bartoletti (Future Assurance Developer)
Invitees
• Arthur VonRueden - National Applications Analyst
• Rachael Bernier - Internal Program Officer
• Theodore Raynor Sr. - Corporate Directives Specialist
• Sally Ziemann DDS - Future Operations Supervisor
• Corey DuBuque Sr. - International Accountability Agent
• Aaron Nikolaus - Customer Mobility Supervisor
• Geoffrey Ryan - Chief Tactics Supervisor
• Mrs. Ann Waelchi - Senior Directives Officer
• Doreen Kozey - Future Group Planner
• Mrs. Kristy Kohler - Lead Accountability Supervisor
• Mr. Leroy Schumm - Central Research Engineer
• Leo Stokes - Customer Functionality Consultant
Agenda Items
1. Opening and Welcome
Defluo terebro attollo adeptio autem cicuta quod.
Duration: 45 minutes
Action Required: information
2. Approval of Minutes
Tendo acceptus pel thalassinus solio asperiores odit magnam alius.
Presenter: Joanne Abshire PhD (Legacy Interactions Facilitator)
Duration: 15 minutes
Action Required: discussion
3. Financial Report
Depereo temeritas custodia spiculum architecto.
Duration: 15 minutes
Action Required: discussion
4. Strategic Update
Arcus textor atavus consectetur subvenio cattus cornu decretum.
Duration: 30 minutes
Action Required: decision

5. New Business
Vinum comparo asper victoria ventito vita.
Presenter: Dr. Donald Franecki (Regional Division Specialist)
Duration: 30 minutes
Action Required: decision
6. Committee Reports
Corrumpo vulnero volutabrum.
Presenter: Leah Wilkinson (Regional Directives Specialist)
Duration: 45 minutes
Action Required: discussion
7. Action Items Review
Accusamus strues apud timidus tempora.
Presenter: Clark Nienow (National Paradigm Analyst)
Duration: 30 minutes
Action Required: information
8. Any Other Business
Acquiro tantillus curvo artificiose tristis pauci demonstro copiose studio arma.
Presenter: Alexandra Heathcote (Corporate Metrics Consultant)
Duration: 30 minutes
Action Required: discussion
---

Extract the data as JSON according to the schema.
Raw LLM Response
{
  "meetingType": "annual_general_meeting",
  "meetingTitle": "incentivize back-end models",
  "date": "2026-01-26",
  "startTime": "10:00",
  "location": "Bailey - Hoppe - Executive Suite",
  "chairman": {
    "name": "Julie Stanton",
    "title": "Chief Paradigm Facilitator"
  },
  "items": [
    {
      "number": "1",
      "title": "Opening and Welcome",
      "description": "Defluo terebro attollo adeptio autem cicuta quod.",
      "actionRequired": "information",
      "duration": "45 minutes"
    },
    {
      "number": "2",
      "title": "Approval of Minutes",
      "description": "Tendo acceptus pel thalassinus solio asperiores odit magnam alius.",
      "actionRequired": "discussion",
      "duration": "15 minutes",
      "presenter": {
        "name": "Joanne Abshire PhD",
        "title": "Legacy Interactions Facilitator"
      }
    },
    {
      "number": "3",
      "title": "Financial Report",
      "description": "Depereo temeritas custodia spiculum architecto.",
      "actionRequired": "discussion",
      "duration": "15 minutes"
    },
    {
      "number": "4",
      "title": "Strategic Update",
      "description": "Arcus textor atavus consectetur subvenio cattus cornu decretum.",
      "actionRequired": "decision",
      "duration": "30 minutes"
    },
    {
      "number": "5",
      "title": "New Business",
      "description": "Vinum comparo asper victoria ventito vita.",
      "actionRequired": "decision",
      "duration": "30 minutes",
      "presenter": {
        "name": "Dr. Donald Franecki",
        "title": "Regional Division Specialist"
      }
    },
    {
      "number": "6",
      "title": "Committee Reports",
      "description": "Corrumpo vulnero volutabrum.",
      "actionRequired": "discussion",
      "duration": "45 minutes",
      "presenter": {
        "name": "Leah Wilkinson",
        "title": "Regional Directives Specialist"
      }
    },
    {
      "number": "7",
      "title": "Action Items Review",
      "description": "Accusamus strues apud timidus tempora.",
      "actionRequired": "information",
      "duration": "30 minutes",
      "presenter": {
        "name": "Clark Nienow",
        "title": "National Paradigm Analyst"
      }
    },
    {
      "number": "8",
      "title": "Any Other Business",
      "description": "Acquiro tantillus curvo artificiose tristis pauci demonstro copiose studio arma.",
      "actionRequired": "discussion",
      "duration": "30 minutes",
      "presenter": {
        "name": "Alexandra Heathcote",
        "title": "Corporate Metrics Consultant"
      }
    }
  ],
  "endTime": "13:00",
  "invitees": [
    {
      "name": "Arthur VonRueden",
      "title": "National Applications Analyst"
    },
    {
      "name": "Rachael Bernier",
      "title": "Internal Program Officer"
    },
    {
      "name": "Theodore Raynor Sr.",
      "title": "Corporate Directives Specialist"
    },
    {
      "name": "Sally Ziemann DDS",
      "title": "Future Operations Supervisor"
    },
    {
      "name": "Corey DuBuque Sr.",
      "title": "International Accountability Agent"
    },
    {
      "name": "Aaron Nikolaus",
      "title": "Customer Mobility Supervisor"
    },
    {
      "name": "Geoffrey Ryan",
      "title": "Chief Tactics Supervisor"
    },
    {
      "name": "Mrs. Ann Waelchi",
      "title": "Senior Directives Officer"
    },
    {
      "name": "Doreen Kozey",
      "title": "Future Group Planner"
    },
    {
      "name": "Mrs. Kristy Kohler",
      "title": "Lead Accountability Supervisor"
    },
    {
      "name": "Mr. Leroy Schumm",
      "title": "Central Research Engineer"
    },
    {
      "name": "Leo Stokes",
      "title": "Customer Functionality Consultant"
    }
  ],
  "meetingNumber": "MTG-2026-MFL",
  "rsvpDeadline": "2026-04-09",
  "secretary": {
    "name": "Janie Bartoletti",
    "title": "Future Assurance Developer"
  }
}
JSON Schema (Structured Output)

This schema is passed to the LLM via ResponseSchema to enforce structured JSON output.

{
  "properties": {
    "attachments": {
      "items": {
        "properties": {
          "description": {
            "type": "STRING"
          },
          "name": {
            "type": "STRING"
          }
        },
        "required": [
          "name"
        ],
        "type": "OBJECT"
      },
      "type": "ARRAY"
    },
    "chairman": {
      "properties": {
        "email": {
          "description": "Email address",
          "type": "STRING"
        },
        "name": {
          "description": "Full name of the person",
          "type": "STRING"
        },
        "title": {
          "description": "Job title or role",
          "type": "STRING"
        }
      },
      "required": [
        "name"
      ],
      "type": "OBJECT"
    },
    "date": {
      "description": "Date in YYYY-MM-DD format",
      "type": "STRING"
    },
    "endTime": {
      "description": "Time in HH:MM format",
      "type": "STRING"
    },
    "invitees": {
      "items": {
        "properties": {
          "email": {
            "description": "Email address",
            "type": "STRING"
          },
          "name": {
            "description": "Full name of the person",
            "type": "STRING"
          },
          "title": {
            "description": "Job title or role",
            "type": "STRING"
          }
        },
        "required": [
          "name"
        ],
        "type": "OBJECT"
      },
      "type": "ARRAY"
    },
    "items": {
      "items": {
        "properties": {
          "actionRequired": {
            "description": "Type of action required for this agenda item",
            "enum": [
              "information",
              "discussion",
              "decision"
            ],
            "type": "STRING"
          },
          "description": {
            "description": "Description or content of the agenda item",
            "type": "STRING"
          },
          "documents": {
            "items": {
              "type": "STRING"
            },
            "type": "ARRAY"
          },
          "duration": {
            "description": "Duration like '30 minutes'",
            "type": "STRING"
          },
          "number": {
            "type": "STRING"
          },
          "presenter": {
            "properties": {
              "email": {
                "description": "Email address",
                "type": "STRING"
              },
              "name": {
                "description": "Full name of the person",
                "type": "STRING"
              },
              "title": {
                "description": "Job title or role",
                "type": "STRING"
              }
            },
            "required": [
              "name"
            ],
            "type": "OBJECT"
          },
          "title": {
            "type": "STRING"
          }
        },
        "required": [
          "number",
          "title",
          "description",
          "actionRequired",
          "duration"
        ],
        "type": "OBJECT"
      },
      "type": "ARRAY"
    },
    "location": {
      "type": "STRING"
    },
    "meetingNumber": {
      "type": "STRING"
    },
    "meetingTitle": {
      "type": "STRING"
    },
    "meetingType": {
      "description": "Type of meeting",
      "enum": [
        "board_meeting",
        "shareholder_meeting",
        "annual_general_meeting",
        "committee_meeting",
        "staff_meeting"
      ],
      "type": "STRING"
    },
    "notes": {
      "type": "STRING"
    },
    "rsvpDeadline": {
      "description": "Date in YYYY-MM-DD format",
      "type": "STRING"
    },
    "secretary": {
      "properties": {
        "email": {
          "description": "Email address",
          "type": "STRING"
        },
        "name": {
          "description": "Full name of the person",
          "type": "STRING"
        },
        "title": {
          "description": "Job title or role",
          "type": "STRING"
        }
      },
      "required": [
        "name"
      ],
      "type": "OBJECT"
    },
    "startTime": {
      "description": "Time in HH:MM format",
      "type": "STRING"
    },
    "videoConferenceLink": {
      "type": "STRING"
    }
  },
  "required": [
    "meetingType",
    "meetingTitle",
    "date",
    "startTime",
    "location",
    "chairman",
    "items"
  ],
  "type": "OBJECT"
}