[CAPTURE PORTAL] 119TH CONGRESS

// Legislative Integrity Monitor

Goblin House Intelligence

Melanie A. Stansbury

Democratic · Representative, NM ·1

Score Components

14 MODERATE

Connection Density 20%

0 → 0

Donor Influence 10%

0 → 0

Silence Risk 25%

0 → 0

Contradiction Risk 25%

36 → 9

Intelligence Volume 10%

54 → 5

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: Cook Partisan Voting Index: D+5

secondary

[constituency_baseline] Demographic anchor: Spanish-language households: 107,863

secondary

[constituency_baseline] Demographic anchor: median property value: $304,400

secondary

[constituency_baseline] Demographic anchor: bachelor's degree or higher: 36.1%

secondary

[constituency_baseline] Demographic anchor: U.S. citizenship rate: 95.9%

secondary

[constituency_baseline] Demographic anchor: foreign-born population: 8.03% (57,200 people)

secondary

[constituency_baseline] Demographic anchor: Native American population share: 5.1% (36,000 people)

secondary

[constituency_baseline] Demographic anchor: Hispanic population share: 41.8% (297,000 people)

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[constituency_baseline] Demographic anchor: median age: 41.3

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[constituency_baseline] Demographic anchor: homeownership rate: 66.7%

secondary

[constituency_baseline] Demographic anchor: uninsured rate: 7.54%

secondary

[constituency_baseline] Demographic anchor: Medicaid enrollment rate: 21.9%

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[constituency_baseline] Demographic anchor: poverty rate: 13.5%

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[constituency_baseline] Demographic anchor: median household income: $71,236

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[constituency_baseline] Demographic anchor: population: 711,799 (2024 Data USA)

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[constituency_baseline] Ballot measure: Albuquerque City Council — Abortion Rights Referendum (2023) (2023) — passed, margin city-level

secondary

[constituency_baseline] Ballot measure: New Mexico Constitutional Amendment 1 — Early Childhood Education and Care Fund (2022) (2022) — passed, margin 70.3% Yes — 29.7% No

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[constituency_baseline] Dominant industry: NAICS 61 (share 0.107)

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[constituency_baseline] Dominant industry: NAICS 54 (share 0.117)

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[constituency_baseline] Dominant industry: NAICS 62 (share 0.154)

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No connections mapped

Bill	Vote	Date	Alignment
Iran War Powers Resolution (March 2026)	yea	2026-03-05	deviating
Government Funding Continuing Resolution — November 2025 Shutdown Deal	nay	2025-11-12	deviating
One Big Beautiful Bill Act (OBBBA) — House final passage, July 2025	nay	2025-07-03	aligned
Laken Riley Act (119th Congress, January 2025)	nay	2025-01-07	aligned
Violence Against Women by Illegal Aliens Act (September 2024)	nay	2024-09-18	mixed
SAVE Act (Safeguard American Voter Eligibility, July 2024)	nay	2024-07-10	aligned
Israel Security Supplemental Appropriations Act, 2024 ($26 billion military aid)	nay	2024-04-20	deviating
Ukraine Security Supplemental Appropriations Act, 2024 ($61 billion military aid	yea	2024-04-20	aligned

Last contradiction analysis: Never

same_source_inconsistency 30/100

Platform: "Stansbury refuses AIPAC money and was listed among '83 in Congress NOT Owned By AIPAC.' She called for a bilateral ceasefire in Gaza in January 2024, "

Vote: on "Stansbury also stated she 'stands with the people of Israel' and condemned Hamas's October 7 attack "

[auto-downgraded: both claims come from the same source host] Stansbury simultaneously receives JStreetPAC funding (a pro-Israel PAC that supports military aid) while signing letters to withhold military aid to Israel and calling for a ceasefire. Thi

same_source_inconsistency 30/100

Platform: "Stansbury voted nay on the Violence Against Women by Illegal Aliens Act (September 2024), which would make non-U.S. nationals convicted of sex offense"

Vote: on "New Mexico has one of the highest rates of violent crime in the country. Albuquerque set a homicide "

[auto-downgraded: both claims come from the same source host] Stansbury campaigns as a champion of women and children — she is endorsed by EMILY's List and Planned Parenthood and fights for reproductive rights — yet voted against a bill named the 'Vi

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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