BAPS Swaminarayan Sanstha @ 2021

Hindu religious organization

BAPS Swaminarayan Sanstha @ 2021

Industry Historical

A global Hindu Swaminarayan organization known for temples, community service, youth programming, and volunteer networks, evaluated here at the year of major U.S. temple labor allegations. It scores low because religious-service value is undercut by hierarchy, caste/labor allegations, youth identity formation, and weak affected-worker control.

Why this matters: BAPS is a calibration point for polished religious service and architecture alongside labor-power concerns.

Letter grade F Malignant High confidence (AI) Rubric gcd-rubric-v1

Final Score -6* F - Malignant

* Tentative scaffolding score. Not human-checked or final.

Base Material21
Bonus+2
Cap35Ownership <= 2 and Governance <= 2
After Cap23
Penalties-29
!Not Verified
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Evaluation Overview

F - Malignant

The score turns mainly on Scale Integrity, with the largest penalty coming from Debt Peonage.

Strengths

  • Scale Integrity4/5
  • Extraction3/10
  • Solidarity with the Unemployed3/7

Penalties

  • Debt Peonage-6
  • Reversibility-5
  • Human Harm-4
  • Youth Capture-3

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims20
  • Direct axis claims20
  • Coverage20/20

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
1 / 10

BAPS Swaminarayan Sanstha @ 2021 sits at 1 on Ownership because bAPS Swaminarayan Sanstha @ 2021 is governed as an institutional religious body rather than by worker, member-consumer, or affected-community ownership..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021 is governed as an institutional religious body rather than by worker, member-consumer, or affected-community ownership. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
2 / 10

BAPS Swaminarayan Sanstha @ 2021 sits at 2 on Governance because bAPS governance is religious and hierarchical, with temple, volunteer, and leadership authority rather than democratic control by affected workers or devotees..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS governance is religious and hierarchical, with temple, volunteer, and leadership authority rather than democratic control by affected workers or devotees. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
3 / 10

BAPS Swaminarayan Sanstha @ 2021 sits at 3 on Extraction because bAPS Swaminarayan Sanstha @ 2021's resource flows depend on donations, institutional assets, dues, offerings, or affiliated…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's resource flows depend on donations, institutional assets, dues, offerings, or affiliated service systems rather than democratic surplus return to affected people. [3]
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.
1 / 7

BAPS Swaminarayan Sanstha @ 2021 sits at 1 on Labor Sovereignty because bAPS Swaminarayan Sanstha @ 2021's clergy, staff, volunteers, or members operate inside religious authority…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's clergy, staff, volunteers, or members operate inside religious authority structures with limited worker sovereignty compared with co-determined or worker-owned institutions. [4]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
3 / 7

BAPS Swaminarayan Sanstha @ 2021 sits at 3 on Solidarity Unemployed because bAPS Swaminarayan Sanstha @ 2021's public record shows some ministry, charity, or mutual-aid orientation, but not a universal structural guarantee for people outside paid work..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's public record shows some ministry, charity, or mutual-aid orientation, but not a universal structural guarantee for people outside paid work. [5]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
2 / 7

BAPS Swaminarayan Sanstha @ 2021 sits at 2 on Loss Bearing Fidelity because bAPS Swaminarayan Sanstha @ 2021's mission language and public-service work show some willingness to absorb cost…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's mission language and public-service work show some willingness to absorb cost for values, while accountability still depends on institutional discretion. [6]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
2 / 5

BAPS Swaminarayan Sanstha @ 2021 sits at 2 on Market Conduct because bAPS Swaminarayan Sanstha @ 2021 is not an ordinary seller, but it controls access to religious community, services, identity, donations, or institutional recognition..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021 is not an ordinary seller, but it controls access to religious community, services, identity, donations, or institutional recognition. [7]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

BAPS Swaminarayan Sanstha @ 2021 sits at 3 on Product Integrity because bAPS provides temples, worship, education, youth programs, cultural continuity, and community service with real value for devotees..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS provides temples, worship, education, youth programs, cultural continuity, and community service with real value for devotees. [8]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
4 / 5

BAPS Swaminarayan Sanstha @ 2021 sits at 4 on Scale Integrity because bAPS Swaminarayan Sanstha @ 2021's scale gives it public importance and service capacity, while also magnifying hierarchy, opacity, and identity pressure..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's scale gives it public importance and service capacity, while also magnifying hierarchy, opacity, and identity pressure. [9]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

BAPS Swaminarayan Sanstha @ 2021 is penalized at -5 on Reversibility because bAPS Swaminarayan Sanstha @ 2021's positive conduct depends on present leadership, doctrine, boards, religious…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's positive conduct depends on present leadership, doctrine, boards, religious culture, or discretionary institutional practice rather than locked affected-stakeholder control. [12]
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-4

BAPS Swaminarayan Sanstha @ 2021 is penalized at -4 on Human Harm because the 2021 U.S. temple labor allegations and public investigation make labor and human-harm concerns material even while litigation and investigations continued..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • The 2021 U.S. temple labor allegations and public investigation make labor and human-harm concerns material even while litigation and investigations continued. [13]
Policy Capture
?
Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.
-1

BAPS Swaminarayan Sanstha @ 2021 is penalized at -1 on Policy Capture because bAPS Swaminarayan Sanstha @ 2021 participates in public moral, legal, policy, or cultural advocacy where religious authority can shape civic rules affecting nonmembers..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021 participates in public moral, legal, policy, or cultural advocacy where religious authority can shape civic rules affecting nonmembers. [14]
Debt Peonage
?
Coercive or structurally inescapable debt systems, including bankruptcy-resistant student debt, compelled servicing relationships, wage or benefit garnishment leverage, distressed-debt buying, debt collection, or refinancing practices that turn education, medical care, housing, household necessity, or public obligation into long-term debtor control. Ordinary transparent lending is not penalized by itself. Range: -12 to 0.
-6

BAPS Swaminarayan Sanstha @ 2021 is penalized at -6 on Debt Peonage because bAPS Swaminarayan Sanstha @ 2021's record in this pass does not show a core debtor-control model comparable with…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's record in this pass does not show a core debtor-control model comparable with bankruptcy-resistant lending, debt collection, or compelled servicing systems. [15]
Youth Capture
?
Manipulative youth-directed marketing, youth-data or attention monetization, collectible/add-on traps, parasocial or identity capture, surprise mechanics, or treating young people as lower-disclosure consumers. Making useful toys or welcoming children is not itself penalized. Range: -5 to 0.
-3

BAPS Swaminarayan Sanstha @ 2021 is penalized at -3 on Youth Capture because bAPS Swaminarayan Sanstha @ 2021 serves or forms young people through religious education, youth ministry,…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021 serves or forms young people through religious education, youth ministry, schools, family culture, or identity formation; the scoring depends on whether that work becomes manipulative capture. [16]
Unilateral Terms
?
Non-negotiable clickthrough or adhesion terms that turn ordinary customer, user, subscriber, patient, tenant, or public-facing access into a one-sided contract, especially forced arbitration, class-action or mass-action waivers, unilateral modification, venue restrictions, broad indemnity, account termination discretion, or essential-service access conditioned on unreadable terms. Range: -5 to 0.
-3

BAPS Swaminarayan Sanstha @ 2021 is penalized at -3 on Unilateral Terms because bAPS Swaminarayan Sanstha @ 2021's members, staff, clergy, or service recipients may face institution-set rules, covenants, or moral terms that are not negotiated individually..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's members, staff, clergy, or service recipients may face institution-set rules, covenants, or moral terms that are not negotiated individually. [17]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

BAPS Swaminarayan Sanstha @ 2021 is penalized at -2 on Accountability Opacity because bAPS Swaminarayan Sanstha @ 2021's public accountability is limited by religious hierarchy, internal…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's public accountability is limited by religious hierarchy, internal processes, donor opacity, abuse-reporting gaps, or incomplete financial transparency. [18]
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.
-3

BAPS Swaminarayan Sanstha @ 2021 is penalized at -3 on Identity Capture because bAPS identity capture is strong because temple life, youth formation, seva, family culture, and religious belonging are deeply integrated..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS identity capture is strong because temple life, youth formation, seva, family culture, and religious belonging are deeply integrated. [19]
Ideological Disavowal
?
Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.
-2

BAPS Swaminarayan Sanstha @ 2021 is penalized at -2 on Ideological Disavowal because bAPS Swaminarayan Sanstha @ 2021 presents religious or moral authority as truth, service, tradition, or…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021 presents religious or moral authority as truth, service, tradition, or neutrality in ways that can obscure its institutional standpoint and power. [20]

Bonus Credits

Bonus Credit Why this credit
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.
1 / 3

BAPS Swaminarayan Sanstha @ 2021 gets limited positive credit on Good Deal because bAPS Swaminarayan Sanstha @ 2021 provides community, services, aid, education, advocacy, or spiritual goods that can have practical value outside ordinary market exchange..

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021 provides community, services, aid, education, advocacy, or spiritual goods that can have practical value outside ordinary market exchange. [10]
Cost Transparency
?
Credit for clear posted prices, all-in fees, unit costs, public rate cards, margin/cost visibility, or surplus-allocation transparency, especially in markets where opaque quotes, hidden fees, or individualized pricing are normal.
1 / 3

BAPS Swaminarayan Sanstha @ 2021 gets limited positive credit on Cost Transparency because bAPS Swaminarayan Sanstha @ 2021's public materials disclose some institutional information, but…

Calibration notes

Comparative anchor: Major religious institutions pass calibrated across hierarchical churches, high-control movements, humanitarian religious nonprofits, religious nationalism, cultic violence, and historical religious-state coercion.

Linked evidence
  • BAPS Swaminarayan Sanstha @ 2021's public materials disclose some institutional information, but donations, assets, internal costs, or affiliated finances are not fully transparent to affected people. [11]

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

High 91/100

20 verified linked claims 20 direct axis claims 0 disputed claims 20/20 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 20/20

20 verified linked claims

Source quality 18/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

20 direct claims across 20 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 14, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 10/10

20/20 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh confidence (AI)
ThoroughnessDeveloped (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.
1BAPS Swaminarayan Sanstha @ 2021 is governed as an institutional religious body rather than by worker, member-consumer, or affected-community ownership.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

2BAPS governance is religious and hierarchical, with temple, volunteer, and leadership authority rather than democratic control by affected workers or devotees.

Governance Verified High confidence AI-generated / human-pending

AI scaffold

3BAPS Swaminarayan Sanstha @ 2021's resource flows depend on donations, institutional assets, dues, offerings, or affiliated service systems rather than democratic surplus return to affected people.

Extraction Verified High confidence AI-generated / human-pending

AI scaffold

4BAPS Swaminarayan Sanstha @ 2021's clergy, staff, volunteers, or members operate inside religious authority structures with limited worker sovereignty compared with co-determined or worker-owned institutions.

Labor Sovereignty Verified High confidence AI-generated / human-pending

AI scaffold

5BAPS Swaminarayan Sanstha @ 2021's public record shows some ministry, charity, or mutual-aid orientation, but not a universal structural guarantee for people outside paid work.

Solidarity Unemployed Verified High confidence AI-generated / human-pending

AI scaffold

6BAPS Swaminarayan Sanstha @ 2021's mission language and public-service work show some willingness to absorb cost for values, while accountability still depends on institutional discretion.

Loss Bearing Fidelity Verified High confidence AI-generated / human-pending

AI scaffold

7BAPS Swaminarayan Sanstha @ 2021 is not an ordinary seller, but it controls access to religious community, services, identity, donations, or institutional recognition.

Market Conduct Verified High confidence AI-generated / human-pending

AI scaffold

8BAPS provides temples, worship, education, youth programs, cultural continuity, and community service with real value for devotees.

Product Integrity Verified High confidence AI-generated / human-pending

AI scaffold

9BAPS Swaminarayan Sanstha @ 2021's scale gives it public importance and service capacity, while also magnifying hierarchy, opacity, and identity pressure.

Scale Integrity Verified High confidence AI-generated / human-pending

AI scaffold

10BAPS Swaminarayan Sanstha @ 2021 provides community, services, aid, education, advocacy, or spiritual goods that can have practical value outside ordinary market exchange.

Good Deal Verified High confidence AI-generated / human-pending

AI scaffold

11BAPS Swaminarayan Sanstha @ 2021's public materials disclose some institutional information, but donations, assets, internal costs, or affiliated finances are not fully transparent to affected people.

Cost Transparency Verified High confidence AI-generated / human-pending

AI scaffold

12BAPS Swaminarayan Sanstha @ 2021's positive conduct depends on present leadership, doctrine, boards, religious culture, or discretionary institutional practice rather than locked affected-stakeholder control.

Reversibility Verified High confidence AI-generated / human-pending

AI scaffold

13The 2021 U.S. temple labor allegations and public investigation make labor and human-harm concerns material even while litigation and investigations continued.

Human Harm Verified High confidence AI-generated / human-pending

AI scaffold

14BAPS Swaminarayan Sanstha @ 2021 participates in public moral, legal, policy, or cultural advocacy where religious authority can shape civic rules affecting nonmembers.

Policy Capture Verified High confidence AI-generated / human-pending

AI scaffold

15BAPS Swaminarayan Sanstha @ 2021's record in this pass does not show a core debtor-control model comparable with bankruptcy-resistant lending, debt collection, or compelled servicing systems.

Debt Peonage Verified High confidence AI-generated / human-pending

AI scaffold

16BAPS Swaminarayan Sanstha @ 2021 serves or forms young people through religious education, youth ministry, schools, family culture, or identity formation; the scoring depends on whether that work becomes manipulative capture.

Youth Capture Verified High confidence AI-generated / human-pending

AI scaffold

17BAPS Swaminarayan Sanstha @ 2021's members, staff, clergy, or service recipients may face institution-set rules, covenants, or moral terms that are not negotiated individually.

Unilateral Terms Verified High confidence AI-generated / human-pending

AI scaffold

18BAPS Swaminarayan Sanstha @ 2021's public accountability is limited by religious hierarchy, internal processes, donor opacity, abuse-reporting gaps, or incomplete financial transparency.

Accountability Opacity Verified High confidence AI-generated / human-pending

AI scaffold

19BAPS identity capture is strong because temple life, youth formation, seva, family culture, and religious belonging are deeply integrated.

Identity Capture Verified High confidence AI-generated / human-pending

AI scaffold

20BAPS Swaminarayan Sanstha @ 2021 presents religious or moral authority as truth, service, tradition, or neutrality in ways that can obscure its institutional standpoint and power.

Ideological Disavowal Verified High confidence AI-generated / human-pending

AI scaffold

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