extractLeads

Model:

Variables:{{ENTITY_NAME}}{{ENTITY_TYPE}}{{DOCUMENT_URL}}{{CONTENT}}

You are analyzing a government meeting document from {{ENTITY_NAME}} ({{ENTITY_TYPE}}).

Document URL: {{DOCUMENT_URL}}

Document content:
{{CONTENT}}

Search this document thoroughly for any leads related to:

1. **Construction**: New buildings, renovations, facility expansions, demolition, roofing, HVAC
2. **Infrastructure**: Roads, bridges, water/sewer systems, utilities, parks, sidewalks, drainage
3. **Bond issuance**: Voter-approved bonds, certificates of obligation, debt issuance, refinancing
4. **RFP**: Requests for proposals, requests for qualifications, bids, procurement
5. **Capital expenditure**: Large equipment purchases, vehicle fleets, technology systems, furniture
6. **Land acquisition**: Property purchases, easements, eminent domain, right-of-way
7. **Financing**: Lease-purchase agreements, loans, grants for capital projects, budget appropriations for projects

For each lead found, extract:
- document_title: Title or description of the meeting/document
- document_date: Date of the meeting if mentioned (YYYY-MM-DD format), or null
- lead_type: One of: construction, infrastructure, bond_issuance, rfp, capital_expenditure, land_acquisition, financing
- description: Clear 1-2 sentence description of the project or opportunity
- estimated_value: Dollar amount if mentioned (e.g., "$4.2M", "$150,000"), or null if not stated
- confidence: "high" if specific project with details/amounts, "medium" if project mentioned but details are vague, "low" if merely hinted at or discussed conceptually
- raw_excerpt: The exact relevant text from the document (max 500 characters)

Return ONLY a JSON array of lead objects. Return [] if no leads found.

Be thorough but precise:
- Only extract genuine project leads, not routine operational expenses
- A budget line item for "office supplies" is NOT a lead; a budget line item for "new fire station construction" IS
- Include items in any stage: planning, approved, under construction, or bidding
- If multiple leads exist in one document, return all of them

Active: default

Test prompt

Sample input (replaces all {{variables}})

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