Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-25T06:05:08.174Z Source: External LLM via /handoff/congress (attempt #49061) Resolved official: Alan Armstrong (entity #10705) Ingest result: 20 facts · 19 sources · 4 voting_records

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": "Alan Armstrong", "bioguide_id": "A000383" }, "donor_mapping": { "facts": [ { "fact_text": "On 2021-07-19, Alan Armstrong and Shelly Armstrong each made $2,900 contributions to Manchin for West Virginia.", "date_occurred": "2021-07-19", "confidence": "primary", "source_url": "https://docquery.fec.gov/pdf/774/202110159467882774/202110159467882774.pdf" }, { "fact_text": "On 2021-09-16, Alan Armstrong made a $2,900 contribution to Hern for Congress while listed as Williams president and CEO.", "date_occurred": "2021-09-16", "confidence": "primary", "source_url": "https://docquery.fec.gov/pdf/090/202505139761178090/202505139761178090.pdf" } ], "connections": [] }, "silences": { "no_data": true, "reason": "I did not find a falsifiable primary-source silence window with adjacent public activity narrow enough to support a silence finding." }, "contradictions": { "no_data": true, "reason": "I did not find a direct claim-vs-source contradiction in official statements, disclosures, or votes." }, "telling_votes": [ { "bill_id": "S.Con.Res. 33", "title": "Concurrent Resolution on the budget, as amended", "vote": "yea", "vote_date": "2026-04-23", "roll_call_url": "https://www.senate.gov/legislative/LIS/roll_call_votes/vote1192/vote_119_2_00105.htm", "why_it_matters": "This was the final vote on the Senate’s April 23 budget framework, which helps set the fiscal baseline for later tax, spending, and policy fights.", "category": "donor_aligned" }, { "bill_id": "S.Amdt. 5333 to S.Con.Res. 33", "title": "Schiff amendment on the budget resolution", "vote": "nay", "vote_date": "2026-04-23", "roll_call_url": "https://www.senate.gov/legislative/LIS/roll_call_votes/vote1192/vote_119_2_00104.htm", "why_it_matters": "Armstrong opposed a Democratic amendment inside the same budget package, showing he lined up with the Republican budget strategy on a high-salience floor fight.", "category": "donor_aligned" }, { "bill_id": "S.Amdt. 5378 to S.Con.Res. 33", "title": "Paul amendment on the budget resolution", "vote": "nay", "vote_date": "2026-04-23", "roll_call_url": "https://www.senate.gov/legislative/LIS/roll_call_votes/vote1192/vote_119_2_00099.htm", "why_it_matters": "This vote shows how Armstrong handled a separate budget amendment in the same overnight package, which is useful for tracking his position in the chamber’s fiscal negotiation.", "category": "donor_aligned" }, { "bill_id": "S.Amdt. 5414 to S.Con.Res. 33", "title": "Kennedy amendment waiver on the budget resolution", "vote": "yea", "vote_date": "2026-04-23", "roll_call_url": "https://www.senate.gov/legislative/LIS/roll_call_votes/vote1192/vote_119_2_00096.htm", "why_it_matters": "Armstrong backed a motion that controlled whether a budget-related amendment could move forward, which matters because procedural votes can determine what policy options survive.", "category": "donor_aligned" } ], "constituency_baseline": { "baseline": { "district_summary": "Oklahoma is a statewide Senate constituency of roughly 4.1 million people with a median household income around $65,000 and a poverty rate near 15%. The state economy is broad but tilted toward trade and transportation, government, finance, professional services, education and health care, and manufacturing, with energy and mining still a major structural feature. That makes statewide labor-market, industry, and demographic indicators the right baseline for evaluating a senator representing Oklahoma as a whole.", "top_employers": [ { "name": "Department Of Defense (U.S. military & civilian employees)", "employees": 55500, "source_url": "https://www.okcommerce.gov/wp-content/uploads/2023-Oklahoma-Employers-1000-Employees.xlsx" }, { "name": "Wal-Mart Associates Inc. (Includes Sam's, Ocheleta & Pauls Valley distribution)", "employees": 38000, "source_url": "https://www.okcommerce.gov/wp-content/uploads/2023-Oklahoma-Employers-1000-Employees.xlsx" }, { "name": "Amazon (Fulfillment, Web/Data Services & Whole Foods)", "employees": 14500, "source_url": "https://www.okcommerce.gov/wp-content/uploads/2023-Oklahoma-Employers-1000-Employees.xlsx" }, { "name": "Integris Health, Inc.", "employees": 11450, "source_url": "https://www.okcommerce.gov/wp-content/uploads/2023-Oklahoma-Employers-1000-Employees.xlsx" } ], "dominant_industries": [ { "naics": "trade, transportation & utilities", "share": 18.4, "source_url": "https://oklahoma.gov/content/dam/ok/en/oesc/documents/labor-market/economic-indicators/2026/oklahoma-economic-indicators-02-2026.pdf" }, { "naics": "government", "share": 15.4, "source_url": "https://oklahoma.gov/content/dam/ok/en/oesc/documents/labor-market/economic-indicators/2026/oklahoma-economic-indicators-02-2026.pdf" }, { "naics": "financial activities", "share": 14.9, "source_url": "https://oklahoma.gov/content/dam/ok/en/oesc/documents/labor-market/economic-indicators/2026/oklahoma-economic-indicators-02-2026.pdf" }, { "naics": "professional & business services", "share": 10.9, "source_url": "https://oklahoma.gov/content/dam/ok/en/oesc/documents/labor-market/economic-indicators/2026/oklahoma-economic-indicators-02-2026.pdf" }, { "naics": "education & health care services", "share": 9.2, "source_url": "https://oklahoma.gov/content/dam/ok/en/oesc/documents/labor-market/economic-indicators/2026/oklahoma-economic-indicators-02-2026.pdf" } ], "recent_ballot_measures": [], "demographic_anchors": [ { "label": "population estimate (July 1, 2025)", "value": "4,123,288", "source_url": "https://www.census.gov/quickfacts/fact/table/OK/AFN120222" }, { "label": "median household income", "value": "$65,039", "source_url": "https://www.census.gov/quickfacts/fact/table/OK/AFN120222" }, { "label": "persons in poverty", "value": "14.9%", "source_url": "https://www.census.gov/quickfacts/fact/table/OK/AFN120222" }, { "label": "bachelor's degree or higher", "value": "28.3%", "source_url": "https://www.census.gov/quickfacts/fact/table/OK/AFN120222" } ] } } }