[CAPTURE PORTAL] 119TH CONGRESS

// Legislative Integrity Monitor

Goblin House Intelligence

Alan Armstrong

Republican · Senator, OK

Score Components

6 LOW

Connection Density 20%

0 → 0

Donor Influence 10%

0 → 0

Silence Risk 25%

0 → 0

Contradiction Risk 25%

0 → 0

Intelligence Volume 10%

55 → 6

Constituency Deviation 5%

0 → 0

Voting Misalignment 5%

0 → 0

% = weight in composite score · Raw component 0–100 × weight = weighted contribution (→) · Sum of contributions = overall score. Hover a row for details.

[constituency_baseline] Demographic anchor: Oil & Gas Share of State GDP: 19% ($58.2B)

secondary

[constituency_baseline] Demographic anchor: Population (2024 estimate): ~4.09 million

secondary

[constituency_baseline] Demographic anchor: Poverty Rate (2024): 14.9%

secondary

[constituency_baseline] Demographic anchor: Median Household Income (2024): $65,310

secondary

[constituency_baseline] Ballot measure: State Question 833 - Public Infrastructure Districts (2024) — failed, margin rejected by voters

secondary

[constituency_baseline] Ballot measure: State Question 834 - Citizenship Requirement for Voting (2024) — passed, margin ~80% yes

secondary

[constituency_baseline] Dominant industry: NAICS 531 - Real Estate (share 0.11)

secondary

[constituency_baseline] Dominant industry: NAICS 92 - Government (share 0.125)

secondary

[constituency_baseline] Dominant industry: NAICS 211 - Oil and Gas Extraction (share 0.19)

secondary

[constituency_baseline] Top employer: Williams Companies (5800 employees)

secondary

[constituency_baseline] Top employer: Hobby Lobby (8300 employees)

secondary

[constituency_baseline] Top employer: Integris Health (11500 employees)

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[constituency_baseline] Top employer: Amazon (14500 employees)

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[constituency_baseline] Top employer: Walmart (38000 employees)

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[constituency_baseline] District summary: Oklahoma is a deeply red state (Trump won ~66% in 2024) with a population of approximately 4.09 million. The oil and natural gas industry is the dominant economic driver, contributing $58.2 billion to state GDP (19% of total) and supporting over 304,000 jobs. Median household income is about $65,310, well below the n

secondary

Voted nay on S.Con.Res. 33 / S.Amdt. 5333 (To establish a deficit-neutral reserve fund relating to requiring the obligation of amounts appropriated to FEMA for public assistance and hazard mitigation programs.) on 2026-04-23: Voted against a FEMA funding measure; Oklahoma is prone to tornadoes and severe weather, making disaster-mitigation funding directly r

primary · 2026-04-23

Voted yea on S.Con.Res. 33 / S.Amdt. 5414 (To provide reconciliation instructions relating to photo ID requirements for voting in federal elections and election-day ballot counting.) on 2026-04-23: Supported stricter voter ID and election-counting rules; Oklahoma voters overwhelmingly passed a similar state constitutional amendment (SQ 834) in 2024 by ~80%.

primary · 2026-04-23

Voted nay on S.Con.Res. 33 / S.Amdt. 5235 (To establish a deficit-neutral reserve fund relating to the impacts of hedge fund ownership of single-family homes and rent prices.) on 2026-04-23: Voted with party majority against addressing hedge fund influence on housing costs, notable for a senator from a state with a 14.9% poverty rate where affordable housing

primary · 2026-04-23

Alan Armstrong, as Williams CEO, held approximately 1,535,717 shares of Williams Companies stock worth an estimated $41.15M, and sold an estimated $47.88M worth of shares over six years.

secondary · 2023-11-27

Williams Companies spent $1,260,000 on federal lobbying in 2024, and its affiliates contributed $836,702 in total political contributions that cycle.

primary · 2024-12-31

No connections mapped

Bill	Vote	Date	Alignment
Concurrent Resolution on the budget, as amended	yea	2026-04-23	aligned
Schiff amendment on the budget resolution	nay	2026-04-23	aligned
Paul amendment on the budget resolution	nay	2026-04-23	aligned
Kennedy amendment waiver on the budget resolution	yea	2026-04-23	aligned
To establish a deficit-neutral reserve fund relating to the impacts of hedge fun	nay	2026-04-23	deviating
To provide reconciliation instructions relating to photo ID requirements for vot	yea	2026-04-23	deviating
To establish a deficit-neutral reserve fund relating to requiring the obligation	nay	2026-04-23	misaligned

Last contradiction analysis: Never

No contradictions detected

Last silence detection: Never

No active silences

No donor interests mapped

No constituency baseline modelled

No platform commitments archived

No committee memberships recorded

Scoring Methodology

The Capture Risk Score is a composite 0–100 index measuring potential regulatory capture of elected officials. It is computed from seven weighted components:

Component	Weight	Signal
Silence Risk	25%	Topics where donors have interests but the official is silent
Contradiction Risk	25%	Stated positions contradicted by voting record (recent findings boosted)
Connection Density	20%	Mapped relationships to lobbyists, contractors, interest groups
Intelligence Volume	10%	Documented facts from verified sources (logarithmic scale)
Donor Influence	10%	Distinct donors with interests overlapping committee jurisdiction
Constituency Deviation	5%	Gap between district priorities and legislative focus
Voting Misalignment	5%	Floor votes contradicting stated platform positions

Each component produces a raw score 0–100. The weighted sum yields the overall score. Tier thresholds: Critical ≥ 45, High ≥ 36, Elevated ≥ 22, Moderate ≥ 10, Low < 10.

Officials without at least 2 documented facts, 1 contradiction analysis, 1 voting record, or 1 constituency baseline are marked Insufficient Evidence and excluded from numeric ranking.

Contradiction findings from the last 180 days receive a recency boost. High-severity contradictions (score ≥ 70) receive additional weight.

Full methodology: /congress/methodology

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