Files
markitect-main/examples/infospace-with-history/output/evaluations/standing_army.md
tegwick a9ca0adfcf feat(example): add per-entity LLM evaluations for 985 WoN entities (S3.3)
Batch evaluation of all 988 entities via OpenRouter. 984 succeeded on
first pass; 3 failed (network errors). eval-summary --update-metrics
written with per_entity_mean=3.9556.

Viability dashboard: 6/6 PASS
  redundancy_ratio   0.0061  (max 0.10)
  coverage_ratio     0.6190  (min 0.40)
  coherence_comps    0.0000  (max 3)
  consistency_cycles 0.0000  (max 0)
  granularity_entropy 2.6748 (min 1.0)
  per_entity_mean    3.9556  (min 3.5)

Dimension breakdown (mean across 985 entities):
  definition_precision  3.62
  source_grounding      4.36
  domain_placement      4.56
  vsm_relevance         3.31
  explanatory_value     3.94

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-23 09:36:46 +01:00

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3.6 KiB
Markdown

---
entity_slug: standing_army
evaluator: null
evaluated_at: '2026-02-23T06:25:01.902346'
overall_score: 4.6
scores:
- name: definition_precision
value: 5.0
max_value: 5.0
rationale: 'The definition is highly precise and non-circular, clearly distinguishing
standing armies from militia forces through specific criteria: permanent maintenance,
professional soldiers, full-time service, and public funding. It captures a distinct
military organizational concept with clear boundaries.'
- name: source_grounding
value: 5.0
max_value: 5.0
rationale: This entity is thoroughly grounded in Smith's actual text, as Book V,
Chapter 1 extensively discusses the evolution from militia to standing armies
and their economic implications. Smith explicitly analyzes standing armies as
a necessary but expensive form of military organization in advanced societies.
- name: domain_placement
value: 4.0
max_value: 5.0
rationale: The "Regulation" domain is appropriate since standing armies represent
state regulatory capacity and public expenditure decisions. However, it could
also fit in a "Public Finance" or "Defense Economics" domain, as Smith treats
it primarily as a fiscal and economic development issue.
- name: vsm_relevance
value: 4.0
max_value: 5.0
rationale: Standing armies map well to S1 (primary operations of defense) and S3
(internal regulation/control of territory and population). They represent the
state's operational capacity to maintain order and defend against external threats,
which are core viable system functions.
- name: explanatory_value
value: 5.0
max_value: 5.0
rationale: This entity provides significant explanatory power by illuminating the
structural relationship between economic development, military specialization,
and public finance. It reveals how advancing societies must trade militia flexibility
for professional military effectiveness at considerable public expense.
---
# Evaluation: Standing Army
## definition_precision — 5.0 / 5.0
The definition is highly precise and non-circular, clearly distinguishing standing armies from militia forces through specific criteria: permanent maintenance, professional soldiers, full-time service, and public funding. It captures a distinct military organizational concept with clear boundaries.
## source_grounding — 5.0 / 5.0
This entity is thoroughly grounded in Smith's actual text, as Book V, Chapter 1 extensively discusses the evolution from militia to standing armies and their economic implications. Smith explicitly analyzes standing armies as a necessary but expensive form of military organization in advanced societies.
## domain_placement — 4.0 / 5.0
The "Regulation" domain is appropriate since standing armies represent state regulatory capacity and public expenditure decisions. However, it could also fit in a "Public Finance" or "Defense Economics" domain, as Smith treats it primarily as a fiscal and economic development issue.
## vsm_relevance — 4.0 / 5.0
Standing armies map well to S1 (primary operations of defense) and S3 (internal regulation/control of territory and population). They represent the state's operational capacity to maintain order and defend against external threats, which are core viable system functions.
## explanatory_value — 5.0 / 5.0
This entity provides significant explanatory power by illuminating the structural relationship between economic development, military specialization, and public finance. It reveals how advancing societies must trade militia flexibility for professional military effectiveness at considerable public expense.