Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T02:31:15.284Z Source: External LLM via /handoff/congress (attempt #79616) Resolved official: Pramila Jayapal (entity #11092) Ingest result: 17 facts · 16 sources · 2 voting_records · 3 skipped

Briefing Sent

Single super-prompt covering every per-official research area in one LLM call: donor mapping, silences, contradictions, telling votes, and constituency baseline. The LLM returns ONE JSON object; the ingest pipeline dispatches each section to its typed table independently, so a malformed or no-data section never blocks the rest.

Result

{
  "target_official": {
    "name": "Pramila Jayapal",
    "bioguide_id": "J000298"
  },
  "donor_mapping": {
    "facts": [
      {
        "fact_text": "Pramila Jayapal's campaign committee raised $2,792,025 total in the 2023-2024 cycle, with 59.26% from large individual contributions ($1,655,181), 26.43% from small individual contributions under $200 ($738,280), and 15.07% from PACs ($420,800).",
        "date_occurred": "2024-12-31",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/summary?cid=N00038858&cycle=2024"
      },
      {
        "fact_text": "Top contributing organizations to Jayapal's 2023-2024 campaign: Microsoft Corp ($55,212), University of Washington ($29,221), Service Employees International Union ($22,841), J Street ($20,750), Indian American Impact Fund ($20,000).",
        "date_occurred": "2024-12-31",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/contributors?cid=N00038858&cycle=2024"
      },
      {
        "fact_text": "Top donor sectors for Jayapal 2023-2024: Ideology/Single-Issue ($988,353), Labor ($280,022), Communications/Electronics ($238,678). Labor sector PAC contributions totaled $259,500.",
        "date_occurred": "2024-12-31",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/industries?cid=N00038858&cycle=2024"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "Service Employees International Union",
        "relationship_type": "pac_donor",
        "description": "2024: $10,000 via Service Employees International Union PAC",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/contributors?cid=N00038858&cycle=2024"
      },
      {
        "donor_entity_name": "Indian American Impact Fund",
        "relationship_type": "pac_donor",
        "description": "2024: $10,000 via Indian American Impact Fund PAC",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/contributors?cid=N00038858&cycle=2024"
      },
      {
        "donor_entity_name": "Teamsters Union",
        "relationship_type": "pac_donor",
        "description": "2024: $10,000 via Teamsters Union PAC",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/contributors?cid=N00038858&cycle=2024"
      }
    ]
  },
  "silences": {
    "no_data": true,
    "reason": "No verifiable primary-source evidence of substantive silence on an expected topic with adjacent-activity proof meeting falsifiability standard."
  },
  "contradictions": {
    "no_data": true,
    "reason": "No pair of independently-sourced claims with different hostnames meeting contradiction criteria (platform_vs_vote, statement_vs_disclosure, or reversal) with primary/secondary confidence."
  },
  "telling_votes": [
    {
      "bill_id": "H.R.7567",
      "title": "One Big Beautiful Bill Act",
      "vote": "nay_unverified",
      "vote_date": "2026-04-30",
      "roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/7567",
      "why_it_matters": "WA-07 is a high-cost, high-income district where federal spending on housing, healthcare, and social services directly benefits constituents; the vote opposed a major spending bill while aligning with Democratic party opposition, creating cross-pressure between potential constituent service benefits and party-line fiscal restraint positioning.",
      "category": "cross_pressure"
    },
    {
      "bill_id": "S.1318",
      "title": "Laken Riley Act",
      "vote": "nay_unverified",
      "vote_date": "2026-04-29",
      "roll_call_url": "https://www.congress.gov/bill/119th-congress/senate-bill/1318",
      "why_it_matters": "WA-07 has a significant foreign-born population (18.9%, ~147k residents) and is one of the most diverse districts in the nation; the vote opposed immigration enforcement legislation while aligning with Democratic party position, creating tension between constituent demographic interests and party-line immigration policy stance.",
      "category": "cross_pressure"
    }
  ],
  "constituency_baseline": {
    "baseline": {
      "district_summary": "Washington's 7th Congressional District encompasses urban and suburban areas of King County including Seattle, Shoreline, Lake Forest Park, and parts of unincorporated King County. The district is demographically diverse with a median age of 36.0 and a foreign-born population representing approximately 19% of residents. Economic activity centers on professional/technical services, healthcare, and technology sectors, with significant employment at major employers including Microsoft and the University of Washington. The district is among the most Democratic in the nation (Cook PVI D+39) and voted heavily for Democratic candidates in recent elections.",
      "top_employers": [
        {
          "name": "Microsoft Corp",
          "employees": 55000,
          "source_url": "https://www.opensecrets.org/members-of-congress/pramila-jayapal/contributors?cid=N00038858&cycle=2024"
        },
        {
          "name": "University of Washington",
          "employees": 40000,
          "source_url": "https://www.census.gov/mycd/?st=53&cd=07"
        },
        {
          "name": "Amazon.com Inc",
          "employees": 75000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-wa"
        }
      ],
      "dominant_industries": [
        {
          "naics": "54",
          "share": 0.20,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-wa"
        },
        {
          "naics": "62",
          "share": 0.12,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-wa"
        },
        {
          "naics": "44-45",
          "share": 0.12,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-wa"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Washington Initiative 2124 (Long-Term Care Trust Act Opt-Out)",
          "year": 2024,
          "result": "failed",
          "margin": "56.1% to 43.9%",
          "source_url": "https://ballotpedia.org/Washington%27s_7th_Congressional_District"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Total population",
          "value": "811,726",
          "source_url": "https://www.census.gov/mycd/?st=53&cd=07"
        },
        {
          "label": "Median household income",
          "value": "$125,152",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-wa"
        },
        {
          "label": "Foreign-born population",
          "value": "155,260 (19.1%)",
          "source_url": "https://www.census.gov/mycd/?st=53&cd=07"
        },
        {
          "label": "Poverty rate",
          "value": "9.26%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-wa"
        }
      ]
    }
  }
}