The Classification Machine

Semantic search

Type a phrase. Watch it think.

Press enter and your phrase is mapped into the ontology as if by an LLM with retrieval: tokens become vectors, the closest concept becomes the anchor, and a cloud of semantic neighbours is pulled in. Switch modes to see how the same prompt is read by different classification regimes.

Prompt

Press Enter to run.

Classification mode

Try:
step 1

Tokenise & embed

what → [-0.17, -0.76, -0.34]does → [-0.28, -0.97, 0.91]it → [-0.98, 0.45, -0.88]mean → [0.32, 0.05, 0.02]to → [-0.38, 0.35, -0.12]be → [-0.28, -0.45, 0.28]normal → [0.51, -0.14, -0.51]
step 2

Nearest concepts in vector space

GovernmentStateCitizenBorderCourtUniversityCorporationMilitaryPolicePowerPlatformIdentityLawHumanSchoolFamilySovereigntyTerritory
step 3

Anchor concept: Government

institution

Government

Apparatus of public administration and rule.

Useful for retrieval where 'Government' may be queried under conventional, critical, or symbolic framings; index under multiple lenses to avoid mono-categorical bias.

Retrieved neighbourhood

Citizen
0.92
Refugee
0.87
Leader
0.82
Dissident
0.77
Immigrant
0.72
Expert
0.67
School
0.62
State
0.57
Law
0.52
Power
0.47
step 4

Reasoning under "Emergent" mode

The same anchor, refracted through the lenses this mode emphasises.

Conventional

Institution concept

Apparatus of public administration and rule.

Borgesian

Inhabitant of an impossible taxonomy

Read as in Borges' fictive encyclopaedia, Government could appear under categories no rational scheme would predict — neighbouring 'things drawn with a fine camel-hair brush' or 'those that from a long way off look like flies'. The point is not parody but to expose how every taxonomy is a cultural artefact.

Foucauldian

Object inside a discursive formation

Approached through Foucault, Government is not a natural kind but the product of practices, institutions, and discourses that decide what counts, what is measured, and who is authorised to speak about it.

Structuralist

Element in a system of differences

Structurally, Government acquires its meaning only by contrast with neighbouring terms in the same system; remove the system and the term loses sense.

Post-structuralist

Unstable signifier

After structuralism, Government is read as a signifier whose meaning slips, defers, and depends on contexts, readings, and institutional uptake.

Computational / RAG

Vector in an embedding space

In a retrieval system, Government becomes coordinates: a vector positioned by co-occurrence with other tokens, retrievable by similarity rather than definition.

Symbolic / Archetypal

Bearer of cultural resonance

Symbolically, Government carries inherited affect — myths, images, and rituals that exceed any operational definition.

Temporal

Historically mutable category

The boundaries of Government shift across periods; what counts today may not have counted a century ago, and is unlikely to count a century hence.

Observer-dependent

Perspectival object

What Government is depends on who is asking: a state, a market, a model, a community, and a person caught inside it will each return a different definition.

Contradictory

Site of internal tension

Government typically holds incompatible meanings at once — descriptive and normative, neutral and political, technical and symbolic — and this tension is constitutive, not a defect.

Semantic drift

Drifting term

Usage of Government migrates across domains and decades, picking up and shedding connotations as institutions and technologies change.

step 5

Synthesised answer

Read across all eleven lenses, "What does it mean to be normal?" turns Government into a meeting-point: definition, taxonomy, discourse, structure, vector, symbol, and history all answering at once — and disagreeing.