Files
markitect-main/examples/infospace-with-history/output/evaluations/political_arithmetic.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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3.1 KiB
Markdown

---
entity_slug: political_arithmetic
evaluator: null
evaluated_at: '2026-02-23T06:06:52.089338'
overall_score: 1.4
scores:
- name: definition_precision
value: 1.0
max_value: 5.0
rationale: There is no definition provided at all, making it impossible to assess
precision or distinctness. Without any definitional content, this entity fails
to capture any concept in a meaningful way.
- name: source_grounding
value: 2.0
max_value: 5.0
rationale: While "political arithmetic" was a recognized term in Smith's era referring
to early statistical analysis of economic and demographic data, the complete absence
of definition and context makes it unclear how this relates to Smith's actual
text. The term itself has historical legitimacy but lacks grounding in this specific
implementation.
- name: domain_placement
value: 1.0
max_value: 5.0
rationale: With no specified domain and no definition, it's impossible to assess
whether the domain assignment is correct. The entity provides no information to
evaluate its proper conceptual categorization.
- name: vsm_relevance
value: 2.0
max_value: 5.0
rationale: Political arithmetic, as a method of economic measurement and analysis,
could potentially map to S4 (intelligence/environmental adaptation) since it involves
gathering and analyzing data about economic conditions. However, without proper
definition and context, this mapping remains speculative.
- name: explanatory_value
value: 1.0
max_value: 5.0
rationale: An undefined entity with no context provides zero explanatory power.
It neither illuminates mechanisms nor structural relations, functioning merely
as an empty label without substance.
---
# Evaluation: Political Arithmetic
## definition_precision — 1.0 / 5.0
There is no definition provided at all, making it impossible to assess precision or distinctness. Without any definitional content, this entity fails to capture any concept in a meaningful way.
## source_grounding — 2.0 / 5.0
While "political arithmetic" was a recognized term in Smith's era referring to early statistical analysis of economic and demographic data, the complete absence of definition and context makes it unclear how this relates to Smith's actual text. The term itself has historical legitimacy but lacks grounding in this specific implementation.
## domain_placement — 1.0 / 5.0
With no specified domain and no definition, it's impossible to assess whether the domain assignment is correct. The entity provides no information to evaluate its proper conceptual categorization.
## vsm_relevance — 2.0 / 5.0
Political arithmetic, as a method of economic measurement and analysis, could potentially map to S4 (intelligence/environmental adaptation) since it involves gathering and analyzing data about economic conditions. However, without proper definition and context, this mapping remains speculative.
## explanatory_value — 1.0 / 5.0
An undefined entity with no context provides zero explanatory power. It neither illuminates mechanisms nor structural relations, functioning merely as an empty label without substance.