JOB 124 — WIKIPEDIA ENRICHMENT: VOCABULARY GAP ANALYSIS
Prepared 4 October 2026. Status: acquisition and drafting plan; not approval of entries.

BASELINE
The approved local snapshot in 123/upload/carrier/checked.jsonl contains 2,568 records. Its SHA-256 is preserved in inventory-provenance.json. The inventory includes every name, definition and recorded relation. No checked record has been edited by this analysis.

Recorded graph: 6,670 outgoing relation occurrences; 63 records without outgoing relations; 1,116 records without incoming references. Incoming degree is greatest for inspectable assumption (344), visible uncertainty (114), Love & Freedom (103), we can check each other (87), and carrier constellation (80). These counts describe recorded navigation, not conceptual importance or semantic completeness. A missing edge need not indicate a missing idea.

WHAT THE EXISTING CARRIER ALREADY DOES WELL
Its strongest expressive resource is a rich vocabulary of distinctions retained from particular readings: assertion versus evidence; source voice versus authorial interpretation; care versus domination; equality of standing versus unequal institutions; formal commitment versus actual authority; measurement versus inference; method versus outcome; reliable recovery versus agreement with content. It also has substantial mathematics, mechanics, ecology, education, economics and literary concepts drawn from earlier books, often expressed as unusually precise relational distinctions.

The opportunity is therefore not to replace these with encyclopedia labels. It is to supply reusable intermediate objects with which those distinctions can compose. A message about missing observations, for example, benefits from explicit references to a probability distribution, sampling mechanism, missingness, identifiability and uncertainty propagation, while retaining the existing narrower concepts about an unavailable exposure record or an averaging window.

PRIORITY GAPS
1. Logic and mathematical structure: named relations, formal systems, proof/model boundaries, algebraic structures, linear maps, probability spaces, optimization and numerical limits. Existing elementary calculus and geometry must be reused where their definitions already fit.
2. Information and computation: typed data structures, algorithmic limits, information measures, error-control mechanisms, provenance, distributed agreement, security properties and interpretable AI interfaces. An identifier must not be confused with its meaning, a signature with truth, or compression with a new source of knowledge.
3. Systems and control: feedback polarity, observability, controllability, stability, state estimation, delays, nonlinear transitions and network dependencies. These connect existing social coordination and USST conventions to explicit technical vocabulary without presenting a metaphor as a physical derivation.
4. Life and Earth: cells, inherited information, metabolism, population processes, ecological interactions, hydrological and climate mechanisms. Existing source-scoped observations are valuable bridges; modern general concepts need their own scope and evidence.
5. Material and physical constraints: energy, momentum, thermodynamic state, chemical potential, bonds, transport, failure, orbital mechanics and astronomical inference. These enable technically meaningful statements about Earth-for-life and space infrastructure without asserting feasibility from a diagram.
6. Mind and expression: memory systems, attention, learning mechanisms, compositional meaning, speech acts, modality, reference, ambiguity and interpretation. These are especially valuable for the Carrier's own account of expression, but should not erase disagreement about consciousness or the relation between language and thought.
7. Shared agency: institutions, incentive compatibility, public goods, accountability, rights, peace mechanisms and environmental justice. Existing draft-memorandum proposals remain particular proposed applications; a generic explanatory entry does not endorse a proposal or establish an institution's authority.
8. Culture and form: narration, perspective, rhythm, artistic structure, archives and transmission. A unified vocabulary needs forms of attention and meaning beyond administrative coordination and scientific explanation.

ACQUISITION SELECTION
priority-titles.json contains 1,543 manually curated title leads distributed across 26 domains. These are leads for source acquisition and semantic review, not approved new concepts. Some lead titles redirect, overlap each other, or already have a satisfactory expression in the Carrier. Acquisition must retain canonical article and revision identities; drafting must collapse equivalent redirects and reject duplicate meanings.

Domain allocations are approximately balanced by expressive need rather than article popularity: math/physical science 507; biology/Earth/planetary responsibility 318; computing/engineering 294; society/language/mind/arts 424. These are work allocations, not judgments that the domains have equal importance. No claim is made to represent all Wikipedia, all cultures, or every theory within a discipline.

The official Vital Articles lists provide an additional reproducible topic inventory. They are a community selection, not a scientific ranking or an exhaustive map of human knowledge. Our seed priorities favor concepts usable across many compositions; most biographies, individual settlements and individual products are deliberately absent from this first enrichment wave.

REUSE BEFORE EXPANSION
known-reuse.json records clear starting examples: natural selection → checked/1273; ordered pair → 1453; geometric vector → 1454; coordinate frame → 1458; function → 1459; derivative → 1465; resonance → 1467; pointwise and uniform convergence → 1470–1471; universal/existential quantification → 1438–1439; contrapositive → 1989; congruence → 1991; the right-triangle relation → 1994; similarity → 2000. These are not the only overlaps.

A foundation with a broader name may still be a duplicate. Conversely, a specific observation from a source should not silently become a universal definition. The reviewer should compare scope, conditions, referent and inferential use, not just character strings. Title matching and lexical similarity can surface candidates for attention; neither constitutes complete semantic review.

SUGGESTED THREADS FOR THE ATLAS
Meaning to message: proposition → predicate → composition → scope → serialization → byte transport → recovered meaning → interpretation.
Evidence to judgment: observation → measurement → uncertainty → sampling → causal model → counterfactual → decision → revision.
Parts to organized action: state → relation → network → feedback → stability → emergence → coordination → institutional authority.
Matter to living dependence: energy → chemical potential → reaction → metabolism → cell → organism → ecological interaction → Earth system.
Care to accountable cooperation: agency → consent → rights → public goods → incentives → verification → limits on authority → repair.
Possibility to responsible design: model → requirement → constraint → prototype → failure mode → lifecycle → externality → intergenerational consequences.

These are navigational proposals. An arrow in a thread is not an entailment, an evolutionary lineage, a causal claim or endorsement. Specific typed relations require their own boundary notes. Strongly connected or densely linked regions do not by themselves prove that the language is complete or alive.

QUALITY GATES
Every proposed entry should have a compact standalone definition, an exact revision source, a declared conceptual scope, a genuine distinction from nearby checked entries, and a small number of useful relations. Mathematical definitions must keep hypotheses; physics must preserve dimensions and reference conditions; medical and legal concepts must remain explanatory rather than personalized advice; contested interpretations must be attributed or qualified. No quota justifies filler.

SOURCE AND LICENSING BOUNDARY
Wikipedia is a collaboratively edited secondary reference. Revision pinning preserves what was inspected; it does not guarantee correctness. Exact retained article text, locally normalized reading, selected source passage, authored definition and proposed relation are distinct artifacts. New adaptations should retain contributor-history links, article/revision URLs, modification notices and CC BY-SA 4.0 terms. This does not retroactively assign Wikipedia's license to older independently authored Carrier records.

WHAT THIS ANALYSIS DOES NOT CLAIM
It does not claim exhaustive semantic inspection of every existing definition against every acquired article, full reading of Wikipedia, universal novelty of the selected concepts, validated simulations of real use, completed clinical/legal review, or review approval. The atlas should disclose the actual retained and inspected units, duplicate/reuse decisions, source limitations, and the number of human-pending working records.
