Nothing human reduced to one label

Twenty connected data layers

These layers are connected, not ranked. A case may activate several at once. Missing a layer is itself an audit signal.

1

Life and bodily integrity

Life, health, food, water, shelter, environment, medical access and physical safety.

2

Childhood and development

Best interests, identity, family, education, play, protection, voice and evolving capacity.

3

Disability and accessibility

Physical, sensory, cognitive, communication and psychosocial access; accommodation and universal design.

4

Mental health and emotional distress

Distress, trauma, crisis, treatment, peer support, consent and least-restrictive care—without reducing the person to a diagnosis.

5

Law, liberty and due process

Authority, notice, evidence, counsel, review, proportionality, detention, punishment and remedy.

6

Migration, nationality and displacement

Borders, asylum, statelessness, trafficking, refuge, family unity and non-refoulement.

7

Race, ethnicity, caste and Indigenous rights

Discrimination, colonial history, collective rights, language, land, culture and self-determination.

8

Gender, sexuality and family

Equality, bodily autonomy, identity, safety, caregiving, relationship and reproductive rights.

9

Work, poverty and economic security

Work, wages, labor protection, social security, debt, exclusion and resource distribution.

10

Housing and community

Home, homelessness, eviction, institutionalization, neighborhood, belonging and continuity.

11

Education, language and knowledge

Literacy, learning, culture, research access, translation, media and participation in knowledge.

12

Technology, privacy and digital power

Surveillance, identity systems, automated decisions, data extraction, platform power and offline alternatives.

13

Conflict, policing and humanitarian action

War, occupation, disaster, emergency response, policing, detention and civilian protection.

14

Environment and future generations

Climate, biodiversity, pollution, disaster risk, intergenerational equity and irreversible ecological loss.

15

Culture, faith and meaning

Belief, conscience, ritual, memory, art, grief, community norms and the person’s own meaning.

16

Public health and care systems

Prevention, treatment, continuity, triage, health inequity, community care and accountability.

17

Evidence and scientific uncertainty

Source independence, measurement, causal limits, replication and individual-versus-population boundaries.

18

Governance and institutional accountability

Policy, budgets, procurement, audits, complaints, oversight and responsibility across handoffs.

19

Repair, remedy and reconciliation

Safety, restoration, compensation, apology, rehabilitation, truth, institutional change and non-recurrence.

20

Local jurisdiction and lived context

Specific law, language, services, customs, risks, resources and first-person experience at the relevant place and time.

No category owns the person. Crime, mental health, migration, child protection, disability, security or cost may be relevant, but none may silently absorb every other consequence.

Machine-readable JSON