home / en.wikipedia.org / item 47392514
Model Comparison
Model Editorial Structural Class Conf SETL Theme @cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.87 — — @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.97 Moderate negative 1.00 0.97 Food preservation @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — — @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.97 Moderate negative 0.90 0.97 Food preservation claude-haiku-4-5-20251001 +0.23 +0.29 Mild positive 0.25 -0.12 Knowledge Access & Cultural Participation
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite claude-haiku-4-5-20251001 Preamble ND ND ND ND 0.22 Article 1 ND ND ND ND 0.32 Article 2 ND ND ND ND 0.20 Article 3 ND ND ND ND ND Article 4 ND ND ND ND ND Article 5 ND ND ND ND ND Article 6 ND ND ND ND ND Article 7 ND ND ND ND 0.22 Article 8 ND ND ND ND ND Article 9 ND ND ND ND ND Article 10 ND ND ND ND ND Article 11 ND ND ND ND ND Article 12 ND ND ND ND 0.39 Article 13 ND ND ND ND 0.34 Article 14 ND ND ND ND 0.27 Article 15 ND ND ND ND ND Article 16 ND ND ND ND ND Article 17 ND ND ND ND ND Article 18 ND ND ND ND 0.22 Article 19 ND ND ND ND 0.42 Article 20 ND ND ND ND 0.22 Article 21 ND ND ND ND 0.17 Article 22 ND ND ND ND 0.27 Article 23 ND ND ND ND ND Article 24 ND ND ND ND ND Article 25 ND ND ND ND 0.22 Article 26 ND ND ND ND 0.32 Article 27 ND ND ND ND 0.32 Article 28 ND ND ND ND 0.22 Article 29 ND ND ND ND 0.22 Article 30 ND ND ND ND 0.17
Summary Knowledge Access & Cultural Participation Acknowledges
This Wikipedia article on kangina, an Afghan grape preservation method, exemplifies the knowledge commons as infrastructure supporting human rights. The article provides freely accessible, culturally-grounded information through a participatory, transparent system that respects user privacy, enables free expression, and supports educational and cultural participation across barriers of geography and economics. While the article itself is apolitical, Wikipedia's structural commitment to open editing, accessibility, and distributed authority creates conditions for dignity, self-determination, and collective knowledge-building.
Rights Tensions 1 pair
Art 19 ↔ Art 29 — Wikipedia balances individual freedom of expression in editing with community responsibility to maintain accuracy and prevent harm, resolving through transparent talk pages and distributed decision-making rather than top-down censorship.
Article Heatmap
Preamble: +0.22 — Preamble P Article 1: +0.32 — Freedom, Equality, Brotherhood 1 Article 2: +0.20 — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: +0.22 — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.39 — Privacy 12 Article 13: +0.34 — Freedom of Movement 13 Article 14: +0.27 — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: +0.22 — Freedom of Thought 18 Article 19: +0.42 — Freedom of Expression 19 Article 20: +0.22 — Assembly & Association 20 Article 21: +0.17 — Political Participation 21 Article 22: +0.27 — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.22 — Standard of Living 25 Article 26: +0.32 — Education 26 Article 27: +0.32 — Cultural Participation 27 Article 28: +0.22 — Social & International Order 28 Article 29: +0.22 — Duties to Community 29 Article 30: +0.17 — No Destruction of Rights 30
Aggregates
Weighted Mean +0.28 Unweighted Mean +0.26 Max +0.42 Article 19 Min +0.17 Article 21 Signal 18 No Data 13 Volatility 0.07 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ -0.12
Structural-dominant FW Ratio ℹ 59% 49 facts · 34 inferences Agreement Low 3 models · spread ±0.334
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.25 (3 articles) Security: 0.00 (0 articles) Legal: 0.22 (1 articles) Privacy & Movement: 0.33 (3 articles) Personal: 0.22 (1 articles) Expression: 0.27 (3 articles) Economic & Social: 0.24 (2 articles) Cultural: 0.32 (2 articles) Order & Duties: 0.20 (3 articles) Editorial Channel
What the content says
+0.35
Medium A:free_expression F:editorial_openness P:distributed_information_control
Content exemplifies free expression: factual information presented without censorship or editorial gatekeeping; editable by community.
FW Ratio: 57%
Observable Facts
Page allows anonymous and logged-in users to edit content and create talk page discussions. Full edit history is publicly visible and accessible. No third-party tracking or surveillance of user contributions. CSP header protects against unauthorized script injection that could alter content. Inferences
Open-editing architecture enables freedom to seek, receive, and impart information without prior restraint. Public edit history and talk pages provide transparency and accountability for information claims. Absence of surveillance infrastructure protects contributors' freedom to express ideas without coercion or monitoring. +0.30
Medium F:universal_knowledge P:barrier_free_access
Content treats subject matter as accessible human knowledge without gatekeeping; language is straightforward and inclusive.
FW Ratio: 60%
Observable Facts
Article content uses accessible English without paywalls or exclusive access requirements. Page implements HTTPS and HSTS security headers protecting user integrity. Metadata confirms 'wgIsProbablyEditable:true', indicating no artificial editorial monopoly. Inferences
Free access to factual knowledge enables users to form reasoned judgments about their own circumstances. Security infrastructure protects users' ability to access and contribute without coercion or surveillance. +0.30
Medium F:free_information_movement P:cross_border_knowledge
Content is available in multiple languages, enabling movement of knowledge across linguistic and national boundaries.
FW Ratio: 60%
Observable Facts
Page metadata indicates 'wgULSPosition:interlanguage', showing language selection interface. Article exists within a multilingual encyclopedic network linked across language versions. Categories are structured to enable discovery across linguistic and cultural contexts. Inferences
Multilingual architecture enables individuals to access knowledge in their own language, supporting freedom of movement of ideas. Interlanguage linking facilitates knowledge exchange across national borders without governmental interference. +0.30
Medium F:accessible_knowledge P:barrier_free_learning
Article provides educational content about agricultural and food-preservation practices accessible to all readers.
FW Ratio: 50%
Observable Facts
Page implements 'lang attr' and '100% alt text' per DCP accessibility audit. Content is presented in clear language without requiring specialized educational credentials. Free access enables education regardless of economic status. Inferences
Accessibility features (alt text, language markup) enable learning for users with different abilities. Free knowledge provision enables education regardless of socioeconomic status. Clear presentation of agricultural knowledge supports informed decision-making and self-directed learning. +0.30
Medium F:cultural_knowledge_sharing P:participatory_culture
Article documents and shares cultural knowledge about Afghan food preparation, preserving intangible cultural heritage.
FW Ratio: 50%
Observable Facts
Article categorizes kangina under 'Food and drink in Afghanistan', preserving cultural knowledge. Multiple language editions enable cultural knowledge to circulate in original language contexts. Editable by contributors from Afghan and other communities. Inferences
Wikipedia's participatory structure enables cultural communities to document and share their own heritage. Free access enables cultural knowledge to reach diaspora and global audiences. Neutral presentation protects cultural knowledge from appropriation or stereotyping. +0.25
Medium F:privacy_respecting_presentation P:no_tracking_by_default
Article does not identify or discuss individual privacy; content focuses on impersonal cultural practice.
FW Ratio: 60%
Observable Facts
DCP reports no third-party trackers detected on domain. No cookie consent banner visible in page metadata. HTTPS encryption protects user browsing privacy from network eavesdropping. Inferences
Absence of tracking infrastructure and privacy-by-default suggests respect for user autonomy and dignity. Lack of intrusive consent dialogs indicates design that does not treat privacy as an exception requiring permission. +0.25
Low F:universal_knowledge_asylum P:open_access_regardless_status
Content is presented as universal knowledge accessible to all without regard to origin or status.
FW Ratio: 67%
Observable Facts
Article is accessible to anonymous users (metadata shows 'wgUserName:null' is permitted). No login requirement or registration barrier to access knowledge. Inferences
Anonymous access enables individuals regardless of legal status to access knowledge without exposure. +0.25
Medium F:social_right_to_knowledge P:free_knowledge_infrastructure
Article provides access to knowledge about agricultural practice, contributing to realization of social and economic rights.
FW Ratio: 50%
Observable Facts
Article content is freely accessible without subscription or payment requirement. Knowledge about food preservation and agriculture is presented as public good available to all. Inferences
Free access to agricultural and technical knowledge supports capacity for social and economic participation. Provision of knowledge as public good reflects social commitment to welfare and development rights. +0.20
Medium F:encyclopedic_accessibility P:open_editing_governance
Content presents factual information about a traditional Afghan food preservation method without moral or political advocacy. Frames the subject neutrally as cultural knowledge.
FW Ratio: 60%
Observable Facts
Page displays article categories including 'Food and drink in Afghanistan' and 'Agriculture in Afghanistan'. Page metadata indicates the article is 'probably editable' with no restriction flags. Content presents descriptive information about a grape-preservation technique without opinion or moral judgment. Inferences
The open editability and category structure suggest commitment to democratizing knowledge production aligned with dignity principles. Neutral framing without ideological positioning reflects encyclopedic neutrality that respects diverse worldviews. +0.20
Low F:non_discriminatory_coverage
Content covers an Afghan cultural practice without stereotyping or discriminatory framing; treats subject as ordinary agricultural knowledge.
FW Ratio: 50%
Observable Facts
Article categorizes kangina under 'Agriculture in Afghanistan' alongside other food-preservation methods. Content avoids exoticization or othering language in describing the preservation technique. Inferences
Neutral categorization of non-Western practices alongside other knowledge suggests non-discriminatory knowledge architecture. Absence of sensationalizing language protects against stereotyping based on cultural or national origin. +0.20
Low F:equal_knowledge_access P:open_editing
Content treats subject knowledge as equally valid and accessible to all, without discriminatory selection.
FW Ratio: 67%
Observable Facts
Article is editable by any authenticated user without special privileges required. Metadata shows no editorial restriction flags limiting contribution access. Inferences
Open-editing architecture implements practical equality in knowledge-production authority. +0.20
Low F:knowledge_pluralism P:editorial_independence
Article presents factual information about cultural practice without imposing ideological or religious viewpoint.
FW Ratio: 67%
Observable Facts
Article is editable by multiple contributors, preventing monopoly control over narrative. Content avoids religious or ideological framing of agricultural technique. Inferences
Distributed authorship protects freedom of thought and conscience by preventing singular worldview dominance. +0.20
Low F:inclusive_community P:open_assembly_via_editing
Article content itself does not address freedom of assembly, but exists within a collaborative knowledge-building community.
FW Ratio: 67%
Observable Facts
Page structure includes talk page access enabling community discussion and collective decision-making. Multiple editors can participate in content development without authorization requirement. Inferences
Talk pages enable peaceful assembly and association around shared knowledge production. +0.20
Low F:knowledge_for_health P:accessible_food_knowledge
Article describes traditional food preservation method, contributing to knowledge about food security and health.
FW Ratio: 67%
Observable Facts
Article explains a traditional method for grape preservation and storage. Information is presented as accessible knowledge relevant to food security. Inferences
Knowledge about food preservation contributes to individual and collective food security and health. +0.20
Low F:social_order_through_knowledge P:institutional_support
Article exists within institutional framework (Wikipedia Foundation) that supports rights realization through knowledge infrastructure.
FW Ratio: 67%
Observable Facts
Article maintained by Wikimedia infrastructure supporting long-term preservation and access. Institutional governance protects editorial decisions from arbitrary commercial or political interference. Inferences
Institutional framework provides stability and independence for knowledge preservation. +0.20
Low F:community_responsibility P:collective_moderation
Article is subject to community editorial standards and collective responsibility for accuracy and neutrality.
FW Ratio: 60%
Observable Facts
Article has revision history visible to all, enabling collective accountability. Talk page discussions enable community debate about content standards. Multiple editors participate in maintaining accuracy and neutrality standards. Inferences
Transparent edit history and community review represent collective responsibility for knowledge quality. Talk page discussions reflect shared commitment to community standards and accuracy. +0.15
Low F:participatory_governance P:distributed_authority
Content itself does not address political participation, but exists within a governance model.
FW Ratio: 67%
Observable Facts
Multiple users can contribute equally to article development (no admin-exclusive editing). Edit conflicts resolved through discussion rather than top-down authority. Inferences
Distributed editing authority reflects participation in governance of the knowledge commons. +0.15
Low F:protection_against_interpretation_misuse
Article presents factual information in neutral tone, resistant to manipulation for authoritarian purposes.
FW Ratio: 60%
Observable Facts
Full edit history visible, preventing undetectable manipulation. Neutral point of view policy constrains use for ideological advocacy. Talk pages document editorial reasoning and disputed claims. Inferences
Transparency prevents article from being weaponized against human rights or used for misinformation. Community oversight resists attempts to reinterpret content to justify rights violations. ND
Medium P:security_infrastructure
Not directly addressed in article content.
FW Ratio: 67%
Observable Facts
Page implements HTTPS protocol and HSTS security header. Content Security Policy header present, protecting against injection attacks. Inferences
Security infrastructure reduces risk of arbitrary interference with user access and content integrity. ND
Not addressed in encyclopedic article about a food-preservation technique.
ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article.
ND
Low P:due_process_via_talk_pages
Not directly addressed in article content.
FW Ratio: 50%
Observable Facts
Page structure includes talk page access (visible in metadata) for dispute resolution. Inferences
Existence of talk pages and discussion forums suggests procedural recourse mechanisms. ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article.
ND
Not addressed in encyclopedic article about food preservation.
ND
Not addressed in encyclopedic article.
Structural Channel
What the site does
Element Modifier Affects Note br_tracking +0.05 Preamble ¶5 Article 12 Article 19
No third-party trackers detected br_security +0.05 Article 3 Article 12
Security headers: HTTPS, HSTS, CSP br_accessibility 0.00 Article 26 Article 27 ¶1
Accessibility: lang attr, 100% alt text br_consent 0.00 Article 12 Article 19 Article 20 ¶2
No cookie consent banner detected
+0.40
Medium F:free_information_movement P:cross_border_knowledge
Wikipedia's multilingual architecture and interlanguage linking enable global knowledge circulation without national gatekeeping.
+0.40
Medium A:free_expression F:editorial_openness P:distributed_information_control
Wikipedia's open-editing model, talk pages, and edit history enable transparent expression and accountability. No surveillance tracking; CSP protects against interference.
+0.35
Medium F:universal_knowledge P:barrier_free_access
Wikipedia infrastructure provides free, barrier-free access to information; HTTPS and security headers protect user agency.
+0.35
Medium F:privacy_respecting_presentation P:no_tracking_by_default
No third-party trackers; HTTPS protects user privacy; no cookie consent banner required, suggesting privacy-by-default design.
+0.35
Medium F:accessible_knowledge P:barrier_free_learning
Full alt text for images; language attributes; accessible markup; free access without educational barriers or paywalls.
+0.35
Medium F:cultural_knowledge_sharing P:participatory_culture
Wikipedia's open-editing model enables cultural communities to contribute and maintain knowledge about their own practices; freely accessible.
+0.30
Low F:universal_knowledge_asylum P:open_access_regardless_status
Wikipedia provides access without requiring user identification or documentation of legal status.
+0.30
Medium F:social_right_to_knowledge P:free_knowledge_infrastructure
Wikipedia operates as free public infrastructure supporting right to social participation through knowledge access; no paywalls or access restrictions.
+0.25
Medium F:encyclopedic_accessibility P:open_editing_governance
Wikipedia's open-editing model and transparent governance enable collective authorship and accountability, supporting the Preamble's vision of universal dignity through shared knowledge.
+0.25
Low F:equal_knowledge_access P:open_editing
Wikipedia's open-editing model provides equal opportunity for any editor to contribute or correct, regardless of social status.
+0.25
Low F:knowledge_pluralism P:editorial_independence
Wikipedia's neutral point of view policy and open-editing model protect editorial independence from singular ideological control.
+0.25
Low F:inclusive_community P:open_assembly_via_editing
Wikipedia talk pages and editing community constitute a form of peaceful assembly in the knowledge domain; no prohibition on collective participation.
+0.25
Low F:knowledge_for_health P:accessible_food_knowledge
Free access to information about food preservation and agricultural techniques supports health and welfare.
+0.25
Low F:social_order_through_knowledge P:institutional_support
Wikipedia organization operates as public interest entity supporting collective knowledge-sharing and institutional protection of editorial independence.
+0.25
Low F:community_responsibility P:collective_moderation
Wikipedia's edit review, flagged revisions, and talk page discussions represent collective responsibility mechanisms; contributors recognize duty to community.
+0.20
Low F:non_discriminatory_coverage
Wikipedia category system includes 'Food and drink in Afghanistan' without segregating or marginalizing non-Western cultural knowledge.
+0.20
Low F:participatory_governance P:distributed_authority
Wikipedia's distributed editing model distributes editorial authority; registered users participate in article development without hierarchical gatekeeping.
+0.20
Low F:protection_against_interpretation_misuse
Transparent edit history and talk pages provide oversight preventing misuse of article for propaganda or rights violations.
ND
Medium P:security_infrastructure
HTTPS, HSTS, and CSP headers protect user security and prevent unauthorized interference.
ND
No observable structural signals regarding slavery or servitude.
ND
No observable structural signals regarding torture or degrading treatment.
ND
No observable structural signals regarding right to recognition as person before law.
ND
Low P:due_process_via_talk_pages
Wikipedia talk pages and dispute resolution processes provide institutional mechanisms for remedy against rights violations in the knowledge domain.
ND
No observable structural signals regarding arrest or detention.
ND
No observable structural signals regarding fair and public hearing.
ND
No observable structural signals regarding criminal liability or presumption of innocence.
ND
No observable structural signals regarding nationality rights.
ND
No observable structural signals regarding marriage or family.
ND
No observable structural signals regarding property rights.
ND
No observable structural signals regarding labor rights or employment.
ND
No observable structural signals regarding rest and leisure.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.56 low claims
Sources 0.5 Evidence 0.5 Uncertainty 0.6 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence +0.1 Arousal 0.1 Dominance 0.0
Does the content identify its author and disclose interests?
0.60
✗ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.62 mixed
Whose perspectives are represented in this content?
0.35 1 perspective
Speaks: institution
About: community
Is this content looking backward, at the present, or forward?
present unspecified
What geographic area does this content cover?
national Afghanistan
How accessible is this content to a general audience?
accessible low jargon none
Longitudinal
108 HN snapshots · 6 evals
Audit Trail
17 entries all eval pipeline all models llama-4-scout-wai-psq llama-4-scout-wai llama-3.3-70b-wai-psq llama-3.3-70b-wai claude-haiku-4-5-20251001
newest first
2026-03-16 00:57 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - - 2026-03-16 00:57
eval
Evaluated by llama-4-scout-wai-psq : +0.12 (Mild positive) 2026-03-16 00:52 eval_success Lite evaluated: Moderate negative (-0.39) - - 2026-03-16 00:52
eval
Evaluated by llama-4-scout-wai : -0.39 (Moderate negative) reasoning Wikipedia article on Kangina, neutral content, no explicit rights discussion
2026-03-16 00:52 model_divergence Cross-model spread 0.67 exceeds threshold (2 models) - - 2026-03-16 00:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - - 2026-03-16 00:08 eval_success PSQ evaluated: g-PSQ=0.265 (3 dims) - - 2026-03-16 00:08
eval
Evaluated by llama-3.3-70b-wai-psq : +0.27 (Mild positive) 2026-03-16 00:04 eval_success Lite evaluated: Moderate negative (-0.39) - - 2026-03-16 00:04
eval
Evaluated by llama-3.3-70b-wai : -0.39 (Moderate negative) reasoning Technical Wikipedia page
2026-03-16 00:04 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - - 2026-03-15 23:49 eval_success Evaluated: Mild positive (0.28) - - 2026-03-15 23:49
eval
Evaluated by claude-haiku-4-5-20251001 : +0.28 (Mild positive) 13,575 tokens +0.09 2026-03-15 23:49 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 2R - - 2026-03-15 23:11 eval_success Evaluated: Mild positive (0.19) - - 2026-03-15 23:11 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 1R - - 2026-03-15 23:11
eval
Evaluated by claude-haiku-4-5-20251001 : +0.19 (Mild positive) 14,036 tokens