CultureOS World Live Runtime | What Is A Culture Node?
ARTICLE_ID:
CULTUREOS.WORLDLIVE.KERNEL.ARTICLE.002V3
TITLE:
CultureOS World Live Runtime | What Is A Culture Node?
SHORT_TITLE:
What Is A Culture Node?
RUNTIME_POSITION:
002 of 036
BRANCH:
CultureOS / World Culture / Live Crosswalk Runtime
SUPER_STACK:
eduKateSG OS Stack
CONNECTED_OS:
CultureOS
SocietyOS
CivilisationOS
EducationOS
FamilyOS
LanguageOS
VocabularyOS
TechnologyOS
RealityOS
PlanetOS
NewsOS
ArchiveOS
MemoryOS
GovernanceOS
ARTICLE_TYPE:
KERNEL
PUBLIC_FUNCTION:
Define the smallest usable unit of the CultureOS world culture map.
MACHINE_FUNCTION:
Create the schema for source-backed culture nodes that can be connected to live datasets, knowledge graphs, language catalogues, heritage records, archive objects and generated CultureOS pages.
STATUS:
Permanent runtime article.
OUTPUT:
Machine-readable WordPress article for AI extraction.
Canonical Answer
QUESTION:
What is a Culture Node?
ANSWER:
A Culture Node is a source-backed shell packet that lets CultureOS map one cultural signal without pretending to contain the whole living culture.
EXPANDED_ANSWER:
A Culture Node is the smallest usable unit in the CultureOS World Live Runtime. It can represent a region, country, city, diaspora, language, heritage item, ritual, craft, artefact, institution, worldview, family pattern, school pattern, digital culture, repair case or other cultural signal. Each node must carry source IDs, shell fields, carriers, dearness boundaries, transmission state, phase state, confidence fields, ethics flags and generated output rules.
SHORT_FORMULA:
Culture Node =
Source IDs
+ Node Type
+ Shell Map
+ Carrier Map
+ Dearness Map
+ Transmission Map
+ Time / Phase Map
+ Confidence Ledger
+ Ethics Flags
+ Generated View
CORE_WARNING:
A Culture Node is not the whole culture.
It is a mapped signal inside a larger living culture field.
FINAL_LINE:
CultureOS does not map culture by claiming ownership.
CultureOS maps culture by creating careful, source-backed, bounded nodes.
Why Culture Nodes Exist
PROBLEM:
World culture is too large, overlapping and alive to be handled by fixed article containers.
STATIC_ARTICLE_PROBLEM:
One article can accidentally imply:
this is the whole culture
this country equals one culture
this language equals one culture
this religion equals one culture
this ethnic label equals one culture
this food or festival represents the whole people
this source is final truth
this AI summary is enough
NODE_SOLUTION:
Break the world culture map into smaller bounded nodes.
NODE_ADVANTAGE:
A node can be:
identified
sourced
crosswalked
updated
scored
validated
linked
limited
reviewed
generated into a page
CORE_SHIFT:
From:
culture as article topic
To:
culture as source-backed node network
WHY_THIS_IS_SAFER:
A node can say:
this is one signal
from these sources
with this confidence
inside this shell layer
using these carriers
with these boundaries
at this time
requiring this caution
and connecting to these other nodes
CULTUREOS_LAW:
The more sensitive the culture field, the smaller and more careful the node should be.
Culture Node Definition
CULTURE_NODE_DEFINITION.v3
NAME:
Culture Node
DEFINITION:
A Culture Node is a bounded, source-backed, machine-readable cultural signal packet inside the CultureOS World Live Runtime.
IT_CAN_REPRESENT:
region
country
city
diaspora
language
language family
heritage item
ritual
craft
performance
foodway
worldview
religion
institution
family pattern
education pattern
work pattern
law pattern
health pattern
market pattern
artefact
archive object
museum object
digital shell
fandom
meme
music scene
migration case
repair case
conflict case
revival case
IT_MUST_INCLUDE:
node ID
node type
label
aliases
source IDs
source confidence
shell fields
carrier fields
dearness fields
transmission fields
time fields
phase fields
ethics flags
generated output fields
IT_MUST_NOT_CLAIM:
to be the whole culture
to be the whole people
to be the whole religion
to be the whole language
to be the whole nation
to be the whole civilisation
to be a final identity definition
to be an insider truth without insider source
to be sacred knowledge without boundary control
CORE_IDEA:
A Culture Node is a map coordinate, not the territory.
What A Culture Node Is / Is Not
CULTURE_NODE_IS:
a source-backed cultural signal
a machine-readable shell packet
a partial map point
a crosswalk object
a generated-page anchor
a provenance container
a confidence-scored record
a CultureOS routing unit
a node in a larger world culture graph
CULTURE_NODE_IS_NOT:
the whole culture
the whole people
the whole country
the whole ethnicity
the whole religion
the whole language
the whole civilisation
a stereotype
a ranking
a tourist summary
a fixed box
a possession
a final truth claim
an AI hallucination field
a licence to flatten identity
NODE_LAW_01:
A node can locate a cultural signal.
NODE_LAW_02:
A node cannot own the culture.
NODE_LAW_03:
A node can describe visible carriers.
NODE_LAW_04:
A node must protect inner and core shell boundaries.
NODE_LAW_05:
A node can connect to live sources.
NODE_LAW_06:
A node must admit when source confidence is weak.
NODE_LAW_07:
A node can generate a page.
NODE_LAW_08:
A generated page must still say it is partial.
Culture Node Type Taxonomy
CULTURE_NODE_TYPE_TAXONOMY.v3
NODE_TYPE_GROUP_01:
GEOGRAPHIC_SHELLS
NODE_TYPES:
planet
macro_region
subregion
country_or_area
province_or_state
city
neighbourhood
borderland
island
diaspora_location
migration_corridor
FUNCTION:
Locate cultural signals in space without reducing culture to geography.
WARNING:
Geography is scaffold, not culture itself.
--------------------------------------------------
NODE_TYPE_GROUP_02:
PEOPLE_AND_IDENTITY_SHELLS
NODE_TYPES:
community
ethnic_group
diaspora_group
minority_group
indigenous_group
professional_group
youth_group
religious_community
digital_tribe
fandom_group
FUNCTION:
Map belonging, identity, memory and transmission.
WARNING:
Identity labels are sensitive and may be contested.
--------------------------------------------------
NODE_TYPE_GROUP_03:
LANGUAGE_SHELLS
NODE_TYPES:
language
language_family
dialect
script
sign_language
creole
pidgin
endangered_language
revival_language
liturgical_language
education_language
home_language
FUNCTION:
Map language as cultural carrier and VocabularyOS / LanguageOS route.
WARNING:
Language is carrier, not whole culture.
--------------------------------------------------
NODE_TYPE_GROUP_04:
HERITAGE_AND_TRADITION_SHELLS
NODE_TYPES:
intangible_heritage
world_heritage
ritual
festival
craft
performance
oral_tradition
foodway
healing_practice
customary_law
calendar_practice
life_cycle_practice
FUNCTION:
Map living transmission and cultural memory.
WARNING:
Heritage listing is not ownership of culture.
--------------------------------------------------
NODE_TYPE_GROUP_05:
SACRED_AND_WORLDVIEW_SHELLS
NODE_TYPES:
religion
denomination
sect
worldview
philosophy
sacred_place
sacred_time
ancestor_practice
pilgrimage
mourning_practice
interfaith_civic_shell
secular_civic_worldview
FUNCTION:
Map high-dearness meaning systems.
WARNING:
Requires sacred boundary validator.
--------------------------------------------------
NODE_TYPE_GROUP_06:
SOCIAL_INSTITUTION_SHELLS
NODE_TYPES:
family_pattern
kinship_pattern
school_culture
tuition_culture
work_culture
law_culture
market_culture
medicine_culture
military_culture
governance_culture
class_status_shell
gender_age_body_shell
FUNCTION:
Map social routines and institution behaviour.
WARNING:
Institutional culture may vary strongly by country, class, time and group.
--------------------------------------------------
NODE_TYPE_GROUP_07:
ARTEFACT_ARCHIVE_OBJECT_SHELLS
NODE_TYPES:
object
artefact
manuscript
text
image
song
recording
building
monument
museum_item
archive_record
oral_history
film
photograph
map
costume
tool
FUNCTION:
Map culture carriers stored in archives, museums, libraries and collections.
WARNING:
Object is carrier, not culture itself.
Provenance may be sensitive.
--------------------------------------------------
NODE_TYPE_GROUP_08:
DIGITAL_AND_MODERN_SHELLS
NODE_TYPES:
meme
platform_culture
gaming_culture
fandom
creator_culture
influencer_culture
music_scene
fashion_scene
algorithmic_tribe
AI_generated_culture
online_identity_shell
virtual_world
digital_ritual
FUNCTION:
Map fast-moving culture formed through technology, platforms and AI.
WARNING:
High algorithmic flattening risk.
--------------------------------------------------
NODE_TYPE_GROUP_09:
EVENT_AND_HISTORY_SHELLS
NODE_TYPES:
historical_event
migration_event
conflict_event
colonial_contact
revival_event
diaspora_event
festival_event
post_conflict_repair_case
language_policy_event
heritage_inscription_event
FUNCTION:
Map culture through time, change and disruption.
WARNING:
Events require source time, attribution and dispute handling.
--------------------------------------------------
NODE_TYPE_GROUP_10:
FAILURE_AND_REPAIR_SHELLS
NODE_TYPES:
language_loss_case
language_revival_case
forced_assimilation_case
cultural_erasure_case
hollow_heritage_case
appropriation_case
sacred_conflict_case
minority_translation_burden_case
post_conflict_repair_case
diaspora_memory_repair_case
FUNCTION:
Map cultural damage and repair.
WARNING:
Never reduce harm to neutral culture description.
Run human rights boundary validator.
Culture Node Schema
CULTURE_NODE_SCHEMA.v3
NODE_ID:
required
NODE_TYPE:
required
NODE_LABEL:
required
NODE_ALIASES:
optional but recommended
NODE_DESCRIPTION:
short bounded description
NODE_SCOPE_NOTE:
required
NODE_LIMITATION_NOTE:
required
SOURCE_IDS:
required where available
SOURCE_CONFIDENCE:
required
SHELL_FIELDS:
required
CARRIER_FIELDS:
required
DEARNESS_FIELDS:
required when applicable
TRANSMISSION_FIELDS:
required
TIME_FIELDS:
required where available
PHASE_FIELDS:
required
ETHICS_FIELDS:
required
INTER_OS_FIELDS:
required
OUTPUT_FIELDS:
required
MAINTENANCE_FIELDS:
required
--------------------------------------------------
FULL_SCHEMA:
{
"node_id": "",
"node_type": "",
"node_label": "",
"node_aliases": [],
"node_description": "",
"node_scope_note": "",
"node_limitation_note": "",
"source_ids": {
"unesco_id": "",
"un_m49_code": "",
"iso_alpha_2": "",
"iso_alpha_3": "",
"wikidata_qid": "",
"wikipedia_page_id": "",
"wikipedia_language_code": "",
"glottocode": "",
"iso_639_3": "",
"loc_id": "",
"smithsonian_id": "",
"europeana_id": "",
"met_object_id": "",
"local_source_id": "",
"other_source_ids": []
},
"source_provenance": {
"primary_source": "",
"secondary_sources": [],
"insider_sources": [],
"last_retrieved": "",
"source_update_date": "",
"source_license_note": "",
"source_conflict_note": ""
},
"source_confidence": {
"authority_score": 0,
"freshness_score": 0,
"cross_source_agreement_score": 0,
"insider_presence_score": 0,
"machine_readability_score": 0,
"overall_confidence_score": 0,
"confidence_note": ""
},
"shell_fields": {
"outer_shell": "",
"middle_shell": "",
"inner_shell": "",
"core_shell": "",
"shell_boundary_note": "",
"shell_penetration_level": "",
"shell_inertia_note": ""
},
"carrier_fields": {
"primary_carriers": [],
"secondary_carriers": [],
"weak_carriers": [],
"broken_carriers": [],
"revival_carriers": [],
"digital_carriers": [],
"archive_carriers": [],
"dangerous_carriers": []
},
"dearness_fields": {
"sacred_attachment": "",
"family_attachment": "",
"ancestor_attachment": "",
"place_attachment": "",
"home_language_attachment": "",
"shame_boundary": "",
"grief_boundary": "",
"identity_risk": "",
"translation_burden": ""
},
"transmission_fields": {
"home_transmission": "",
"school_transmission": "",
"religious_transmission": "",
"craft_transmission": "",
"community_transmission": "",
"media_transmission": "",
"digital_transmission": "",
"diaspora_transmission": "",
"archive_transmission": "",
"ai_compression_risk": ""
},
"time_fields": {
"origin_period": "",
"historical_periods": [],
"colonial_contact_note": "",
"postcolonial_note": "",
"modern_note": "",
"digital_note": "",
"ai_future_note": "",
"last_refreshed": ""
},
"phase_fields": {
"culture_phase": "",
"living_state": "",
"strained_state": "",
"defensive_state": "",
"ruptured_state": "",
"harmful_or_weaponised_state": "",
"repair_state": "",
"revival_state": ""
},
"ethics_fields": {
"sacred_boundary_warning": false,
"minority_vulnerability_warning": false,
"appropriation_risk": "",
"human_rights_boundary": "",
"colonial_provenance_flag": false,
"do_not_flatten_flag": true,
"requires_human_review": false,
"insider_dignity_note": ""
},
"inter_os_fields": {
"cultureos_link": "",
"societyos_link": "",
"civilisationos_link": "",
"educationos_link": "",
"familyos_link": "",
"languageos_link": "",
"vocabularyos_link": "",
"technologyos_link": "",
"realityos_link": "",
"planetos_link": "",
"newsos_link": "",
"archiveos_link": ""
},
"output_fields": {
"generated_summary": "",
"generated_table": "",
"related_nodes": [],
"generated_view_type": "",
"wordpress_slug": "",
"schema_markup_type": "",
"ai_extraction_summary": "",
"almost_code_summary": ""
},
"maintenance_fields": {
"created_date": "",
"last_updated": "",
"last_refreshed": "",
"next_refresh_due": "",
"version": "",
"review_status": "",
"reviewer_note": "",
"broken_source_flag": false
}
}
Source ID Rules
CULTURE_NODE_SOURCE_ID_RULES.v3
RULE_01:
Use source IDs where they exist.
RULE_02:
Do not invent IDs.
RULE_03:
If an ID is unknown, mark UNKNOWN.
RULE_04:
If multiple IDs point to the same node, keep all of them.
RULE_05:
If IDs disagree, do not force merge.
Create source conflict note.
RULE_06:
If a label is disputed, keep aliases and preferred-name notes.
RULE_07:
If a source is global but no insider source is present, mark insider source missing.
RULE_08:
If a node is sacred or minority-sensitive, source ID alone is not enough.
Run ethics validators.
RULE_09:
If a source updates, keep old version in archive log.
RULE_10:
If a source is removed or API breaks, mark broken source flag.
SOURCE_ID_PRIORITY:
1. direct institutional ID
2. stable international code
3. knowledge graph entity ID
4. language code
5. archive / object ID
6. local community source ID
7. internal temporary CultureOS ID
SOURCE_ID_WARNING:
Wikidata QID is useful for entity linking.
It is not always sufficient for cultural dignity.
Shell Fields
CULTURE_NODE_SHELL_FIELDS.v3
OUTER_SHELL:
Visible signals that outsiders can often observe.
FIELDS:
public symbols
food
dress
music
festival
architecture
public ritual
media image
language label
tourism surface
digital aesthetic
public performance
OUTER_SHELL_WARNING:
Outer shell is easy to copy and easy to flatten.
--------------------------------------------------
MIDDLE_SHELL:
Repeated social routines and institutional habits.
FIELDS:
family routine
school expectation
work expectation
public manners
law behaviour
market behaviour
religious participation
calendar rhythm
neighbourhood routine
class/status behaviour
MIDDLE_SHELL_WARNING:
Middle shell is often mistaken for personality or morality.
--------------------------------------------------
INNER_SHELL:
Memory, belonging, shame, grief, sacredness and emotional attachment.
FIELDS:
home memory
ancestor memory
migration memory
sacred feeling
humiliation memory
trauma memory
identity pressure
community pride
grief practice
shame boundary
dearness field
INNER_SHELL_WARNING:
Inner shell requires careful language and boundary protection.
--------------------------------------------------
CORE_SHELL:
High-dearness invariants that may not be safely visible from outside.
FIELDS:
sacred invariant
identity-preserving memory
non-public ritual meaning
deep belonging rule
survival logic
unspoken community boundary
intergenerational core
CORE_SHELL_WARNING:
Core shell must not be casually inferred from outer shell.
Core shell may require human review.
Some core shell content should remain unexposed.
SHELL_FIELD_LAW:
If the node only has outer-shell data, it must not pretend to describe the whole culture.
Carrier Fields
CULTURE_NODE_CARRIER_FIELDS.v3
DEFINITION:
A carrier is a pathway through which culture moves.
PRIMARY_CARRIER_TYPES:
language
family
ritual
food
music
story
craft
school
law
work
religion
memory
calendar
place
architecture
migration
media
platform
artefact
archive
AI model
CARRIER_FIELD_TYPES:
PRIMARY_CARRIERS:
The strongest current carriers of the node.
SECONDARY_CARRIERS:
Supporting carriers.
WEAK_CARRIERS:
Carriers that are fading, fragile or low-transmission.
BROKEN_CARRIERS:
Carriers that were damaged, banned, interrupted or lost.
REVIVAL_CARRIERS:
Carriers being used to restore transmission.
DIGITAL_CARRIERS:
Platforms, social media, games, fandoms, AI, online communities and archives carrying the node.
ARCHIVE_CARRIERS:
Documents, recordings, objects, museum records, oral-history projects and databases preserving the node.
DANGEROUS_CARRIERS:
Carriers that distort the node, such as propaganda, stereotype media, commodified tourism, extremist use, scam use or AI hallucination.
CARRIER_LAW_01:
A carrier can preserve culture.
CARRIER_LAW_02:
A carrier can distort culture.
CARRIER_LAW_03:
A carrier can outlive the living practice.
CARRIER_LAW_04:
A carrier can become hollow if transmission stops.
CARRIER_LAW_05:
A carrier must not be mistaken for the whole culture.
Dearness Fields
CULTURE_NODE_DEARNESS_FIELDS.v3
DEFINITION:
Dearness measures how tightly a cultural signal is attached to identity, sacredness, family, memory, shame, grief, survival or belonging.
WHY_DEARNESS_MATTERS:
High-dearness nodes cannot be treated like neutral information.
They may carry sacred boundaries, insider meanings, grief, trauma, pride, shame, home memory or survival value.
DEARNESS_FIELDS:
SACRED_ATTACHMENT:
Does this node attach to sacred practice, belief, ritual, symbol, text, place or time?
FAMILY_ATTACHMENT:
Does this node pass through family, elders, household routines, marriage, kinship or parenting?
ANCESTOR_ATTACHMENT:
Does this node carry ancestor memory, lineage, genealogy, burial, mourning or inherited duty?
PLACE_ATTACHMENT:
Does this node attach to homeland, land, water, village, city, shrine, mountain, river or migration loss?
HOME_LANGUAGE_ATTACHMENT:
Does this node attach to home language, mother tongue, oral memory, naming or translation burden?
SHAME_BOUNDARY:
Could careless description create humiliation, exposure, insult or loss of face?
GRIEF_BOUNDARY:
Does this node contain death, displacement, violence, loss, persecution, exile or post-conflict memory?
IDENTITY_RISK:
Would flattening this node damage identity, dignity or belonging?
TRANSLATION_BURDEN:
Who must explain this node to outsiders?
Does the majority culture make minorities carry explanation load?
DEARNESS_SCORE:
0 = low dearness / public surface
1 = mild identity attachment
2 = family or community attachment
3 = strong identity / memory attachment
4 = sacred / shame / grief boundary
5 = high-risk sacred, minority, trauma or survival boundary
DEARNESS_LAW:
High dearness requires slower mapping, stronger sourcing and more careful output.
Transmission Fields
CULTURE_NODE_TRANSMISSION_FIELDS.v3
DEFINITION:
Transmission is how a cultural node moves from person to person, generation to generation, institution to institution or platform to platform.
TRANSMISSION_TYPES:
HOME_TRANSMISSION:
family
parents
grandparents
siblings
household routines
home language
food
manners
stories
SCHOOL_TRANSMISSION:
formal education
curriculum
textbooks
classroom practice
tuition
exams
language policy
history teaching
RELIGIOUS_TRANSMISSION:
worship
ritual
scripture
calendar
pilgrimage
teacher
monastic or clerical institution
sacred community
CRAFT_TRANSMISSION:
apprenticeship
practice
tools
technique
guild
workshop
family craft
community teaching
COMMUNITY_TRANSMISSION:
festivals
neighbourhoods
clubs
associations
elders
oral history
local gatherings
MEDIA_TRANSMISSION:
television
film
radio
music
books
journalism
advertising
celebrity culture
DIGITAL_TRANSMISSION:
social media
memes
gaming
fandom
creator platforms
AI outputs
forums
messaging apps
virtual worlds
DIASPORA_TRANSMISSION:
migration
remittance
diaspora school
community centre
religious centre
food business
language school
online connection to homeland
ARCHIVE_TRANSMISSION:
museum
library
archive
database
recording
photograph
manuscript
oral-history collection
AI_COMPRESSION:
AI model stores, compresses, summarises or generates cultural signals.
TRANSMISSION_STATE:
strong
stable
uneven
weak
broken
suppressed
hollow
reviving
digitally amplified
algorithmically distorted
TRANSMISSION_LAW:
A culture node is alive when transmission still works.
A culture node becomes hollow when display survives but transmission breaks.
Phase Fields
CULTURE_NODE_PHASE_FIELDS.v3
PHASE_MODEL:
P3_LIVING
P2_STRAINED
P1_DEFENSIVE
P0_RUPTURED
BELOW_P0_HARMFUL_OR_WEAPONISED
--------------------------------------------------
P3_LIVING:
The cultural node is actively transmitted, adapted and recognised by its community.
SIGNALS:
home use
community practice
school support
public recognition
intergenerational continuity
living carriers
low repair urgency
--------------------------------------------------
P2_STRAINED:
The cultural node still lives but faces pressure.
SIGNALS:
language weakening
youth disengagement
migration pressure
commercial flattening
policy pressure
minority burden
platform distortion
loss of context
--------------------------------------------------
P1_DEFENSIVE:
The cultural node is protected because loss, insult or erasure is feared.
SIGNALS:
strong boundary control
revival effort
identity defence
heritage activism
community anxiety
sacred sensitivity
public correction of outsiders
--------------------------------------------------
P0_RUPTURED:
Transmission has broken or been severely interrupted.
SIGNALS:
language no longer spoken by children
ritual no longer practiced
community displaced
archive replaces living practice
museum display without living context
forced assimilation history
loss of elders
post-conflict damage
--------------------------------------------------
BELOW_P0_HARMFUL_OR_WEAPONISED:
The node is distorted into harm, domination, propaganda, dehumanisation or exclusion.
SIGNALS:
supremacist use
hate mobilisation
fake heritage
coerced practice
identity weaponisation
cultural excuse for violence
state or platform manipulation
human rights violation
PHASE_LAW:
CultureOS must not treat all cultural survival as healthy.
Some nodes are living.
Some are strained.
Some are defensive.
Some are ruptured.
Some are weaponised.
Confidence Fields
CULTURE_NODE_CONFIDENCE_FIELDS.v3
SOURCE_CONFIDENCE_COMPONENTS:
AUTHORITY_SCORE:
How credible is the source for this node?
FRESHNESS_SCORE:
How recently was the source updated or retrieved?
CROSS_SOURCE_AGREEMENT_SCORE:
Do multiple sources agree?
INSIDER_PRESENCE_SCORE:
Is there community or insider self-description?
MACHINE_READABILITY_SCORE:
Are IDs, fields, metadata and references structured?
BOUNDARY_SAFETY_SCORE:
Has sensitive material been handled carefully?
OVERALL_CONFIDENCE_SCORE:
Weighted total.
SCORE_RANGE:
0 to 100
CONFIDENCE_BANDS:
0-20:
very low confidence
do not generate public page except as placeholder
21-40:
low confidence
requires more sources
41-60:
moderate confidence
generate cautious summary with limits
61-80:
good confidence
generate source-backed view
81-100:
strong confidence
generate view with standard warnings
CONFIDENCE_WARNING:
High source confidence does not remove sacred or dignity risk.
A node can be factually well-sourced and still ethically sensitive.
CONFIDENCE_LAW:
Unknown must remain unknown.
Do not fill gaps with AI imagination.
Ethics Fields
CULTURE_NODE_ETHICS_FIELDS.v3
ETHICS_FLAGS:
SACRED_BOUNDARY_WARNING:
true / false
MINORITY_VULNERABILITY_WARNING:
true / false
APPROPRIATION_RISK:
none
low
medium
high
severe
HUMAN_RIGHTS_BOUNDARY:
none
monitor
sensitive
high_risk
do_not_publish_without_review
COLONIAL_PROVENANCE_FLAG:
true / false
DO_NOT_FLATTEN_FLAG:
true / false
REQUIRES_HUMAN_REVIEW:
true / false
INSIDER_DIGNITY_NOTE:
text
DISPUTED_LABEL_FLAG:
true / false
POST_CONFLICT_FLAG:
true / false
TRAUMA_MEMORY_FLAG:
true / false
CHILD_SAFETY_FLAG:
true / false
HARMFUL_USE_FLAG:
true / false
ETHICS_GATE_RULES:
IF sacred_boundary_warning = true:
run Sacred Boundary Validator.
IF minority_vulnerability_warning = true:
run Insider Dignity Validator.
IF human_rights_boundary = high_risk:
run Human Rights Boundary Validator.
IF colonial_provenance_flag = true:
include provenance warning.
IF do_not_flatten_flag = true:
include visible limitation note.
IF requires_human_review = true:
do not auto-publish full generated view.
ETHICS_LAW:
CultureOS must explain culture without excusing harm, stealing meaning, flattening identity or exposing sacred boundaries carelessly.
Inter-OS Fields
CULTURE_NODE_INTER_OS_FIELDS.v3
PURPOSE:
Every Culture Node should route into the wider eduKateSG OS stack.
CULTUREOS_FIELD:
What shell, carrier, memory and transmission pattern does this node represent?
SOCIETYOS_FIELD:
How does this node affect belonging, behaviour, institutions, majority/minority relationships or social expectations?
CIVILISATIONOS_FIELD:
How does this node affect long-term memory, legitimacy, continuity, civilisational identity or historical flight path?
EDUCATIONOS_FIELD:
How does this node enter children, schools, curriculum, tuition, exams, literacy, confidence or route formation?
FAMILYOS_FIELD:
How does this node pass through home, parenting, elders, food, manners, language, love, shame or duty?
LANGUAGEOS_FIELD:
What language, translation, communication, silence or meaning-transfer issue is involved?
VOCABULARYOS_FIELD:
What words, semantic shells, target areas, metaphors or translation burdens are involved?
TECHNOLOGYOS_FIELD:
How do platforms, AI, media, archives or digital systems transmit or distort this node?
REALITYOS_FIELD:
How does this node affect accepted reality, trust, belief, narrative, myth, public memory or legitimacy?
PLANETOS_FIELD:
Does this node attach to land, sea, ecology, climate, food, farming, animals, energy or planetary repair?
NEWSOS_FIELD:
How does this node become news, disappear from news, become history, become myth or become public signal?
ARCHIVEOS_FIELD:
How is this node stored, remembered, indexed, lost, recovered or misfiled?
INTER_OS_LAW:
A culture node is not isolated.
It routes through human life, institutions, memory, technology and civilisation.
Generated Output Fields
CULTURE_NODE_OUTPUT_FIELDS.v3
GENERATED_OUTPUTS:
summary
source table
shell map
carrier map
transmission map
risk map
repair map
scorecard
related nodes
inter-OS routing
almost-code block
WordPress HTML page
schema markup
AI extraction surface
OUTPUT_FIELD_01:
generated_summary
FUNCTION:
Short bounded summary with limitation note.
OUTPUT_FIELD_02:
generated_source_table
FUNCTION:
Shows all source IDs, source names, retrieval dates and confidence levels.
OUTPUT_FIELD_03:
generated_shell_map
FUNCTION:
Separates outer, middle, inner and core shell fields.
OUTPUT_FIELD_04:
generated_carrier_map
FUNCTION:
Lists primary, secondary, weak, broken, revival, digital and archive carriers.
OUTPUT_FIELD_05:
generated_transmission_map
FUNCTION:
Shows home, school, religious, craft, community, media, digital, diaspora and archive transmission.
OUTPUT_FIELD_06:
generated_risk_map
FUNCTION:
Shows flattening, sacred, minority, rights, provenance, drift and AI hallucination risks.
OUTPUT_FIELD_07:
generated_repair_map
FUNCTION:
Shows possible repair routes.
OUTPUT_FIELD_08:
generated_scorecard
FUNCTION:
Scores source confidence, shell integrity, transmission, dearness risk, flattening risk, repair readiness and AI extraction quality.
OUTPUT_FIELD_09:
related_nodes
FUNCTION:
Links region, language, heritage, artefact, institution, diaspora, worldview and repair nodes.
OUTPUT_FIELD_10:
almost_code_summary
FUNCTION:
Machine-readable final summary.
OUTPUT_LAW:
Every generated output must show its limits.
Example Culture Node Template
EXAMPLE_CULTURE_NODE_TEMPLATE.v3
NODE_ID:
CULTUREOS.NODE.{NODE_TYPE}.{PRIMARY_SOURCE}.{ENTITY_ID}.v3
NODE_LABEL:
{Preferred label}
NODE_TYPE:
{region / language / heritage / ritual / artefact / digital shell / etc.}
NODE_SCOPE_NOTE:
This node maps one source-backed cultural signal. It does not contain the whole living culture.
SOURCE_IDS:
UNESCO_ID:
UN_M49_CODE:
ISO_ALPHA_2:
ISO_ALPHA_3:
WIKIDATA_QID:
WIKIPEDIA_PAGE_ID:
GLOTTOCODE:
ISO_639_3:
ARCHIVE_OBJECT_ID:
LOCAL_SOURCE_ID:
SOURCE_CONFIDENCE:
authority_score:
freshness_score:
cross_source_agreement_score:
insider_presence_score:
machine_readability_score:
overall_score:
confidence_note:
SHELL_MAP:
outer_shell:
middle_shell:
inner_shell:
core_shell:
boundary_note:
CARRIER_MAP:
primary_carriers:
secondary_carriers:
weak_carriers:
broken_carriers:
revival_carriers:
digital_carriers:
archive_carriers:
dangerous_carriers:
DEARNESS_MAP:
sacred_attachment:
family_attachment:
ancestor_attachment:
place_attachment:
home_language_attachment:
shame_boundary:
grief_boundary:
identity_risk:
translation_burden:
TRANSMISSION_MAP:
home_transmission:
school_transmission:
religious_transmission:
craft_transmission:
community_transmission:
media_transmission:
digital_transmission:
diaspora_transmission:
archive_transmission:
ai_compression_risk:
PHASE_MAP:
culture_phase:
living_state:
strained_state:
defensive_state:
ruptured_state:
weaponised_state:
repair_state:
revival_state:
ETHICS_FLAGS:
sacred_boundary_warning:
minority_vulnerability_warning:
appropriation_risk:
human_rights_boundary:
colonial_provenance_flag:
do_not_flatten_flag:
requires_human_review:
insider_dignity_note:
INTER_OS_LINKS:
CultureOS:
SocietyOS:
CivilisationOS:
EducationOS:
FamilyOS:
LanguageOS:
VocabularyOS:
TechnologyOS:
RealityOS:
PlanetOS:
NewsOS:
ArchiveOS:
GENERATED_VIEW:
page_type:
wordpress_slug:
schema_markup_type:
ai_extraction_summary:
almost_code_summary:
last_refreshed:
review_status:
Example Node | Country Scaffold
EXAMPLE_NODE_COUNTRY_SCAFFOLD.v3
NODE_ID:
CULTUREOS.NODE.COUNTRY.UNM49.702.v3
NODE_LABEL:
Singapore
NODE_TYPE:
country_or_area
NODE_SCOPE_NOTE:
This node maps Singapore as a civic and geographic scaffold. It does not claim that Singapore is one single culture.
SOURCE_IDS:
UN_M49_CODE:
702
ISO_ALPHA_2:
SG
ISO_ALPHA_3:
SGP
WIKIDATA_QID:
Q334
SOURCE_CONFIDENCE:
authority_score:
high for geographic scaffold
insider_presence_score:
requires local source enrichment
confidence_note:
UN M49 and ISO codes locate Singapore as a country/area scaffold. CultureOS must still map Singapore's Chinese, Malay, Indian, Eurasian, migrant, religious, language, education, civic, digital and diaspora shells separately.
SHELL_MAP:
outer_shell:
national symbols, food culture, city-state image, public festivals, multilingual signs
middle_shell:
school system, housing estates, public behaviour, law, work culture, merit route, family expectations
inner_shell:
home language, race/religion management, migration memory, education pressure, family dearness, civic belonging
core_shell:
requires local and insider mapping; not inferable from tourist surface
CARRIER_MAP:
primary_carriers:
language policy
schooling
family
food
law
housing
national service
public rituals
media
religion
secondary_carriers:
diaspora
workplaces
tuition
digital platforms
community organisations
ETHICS_FLAGS:
do_not_flatten_flag:
true
requires_human_review:
false for country scaffold
true for sensitive race, religion, sacred or minority nodes
INTER_OS_LINKS:
CultureOS:
multicultural city-state shell
EducationOS:
school and tuition route
LanguageOS:
English, Mother Tongue, Singlish and multilingual routing
SocietyOS:
civic behaviour, law, housing, family, class, migration
CivilisationOS:
port-city, postcolonial, ASEAN, global city, strategic corridor
GENERATED_VIEW_WARNING:
This page must not reduce Singapore culture to food, efficiency, exams, race categories or tourist icons.
Example Node | Language Shell
EXAMPLE_NODE_LANGUAGE_SHELL.v3
NODE_ID:
CULTUREOS.NODE.LANGUAGE.GLOTTOLOG.{GLOTTOCODE}.v3
NODE_LABEL:
{Language Name}
NODE_TYPE:
language
NODE_SCOPE_NOTE:
This node maps a language as a cultural carrier. It does not claim that the language equals the whole culture.
SOURCE_IDS:
GLOTTOCODE:
{glottocode}
ISO_639_3:
{iso_code_if_available}
WIKIDATA_QID:
{qid_if_available}
SOURCE_CONFIDENCE:
authority_score:
depends on language source
insider_presence_score:
requires local speaker/community source
SHELL_MAP:
outer_shell:
language name, script, public use, signage, media
middle_shell:
home use, school use, workplace use, religious use, community use
inner_shell:
mother tongue attachment, family memory, shame/pride, translation burden, identity
core_shell:
oral memory, untranslatable meanings, sacred language uses, intergenerational belonging
CARRIER_MAP:
primary_carriers:
speech
writing
song
story
naming
school
home
weak_carriers:
to be source-filled
revival_carriers:
classes
archives
community programmes
digital resources
children's materials
DEARNESS_FIELDS:
home_language_attachment:
high where language is linked to family and identity
translation_burden:
high for minority or endangered languages
PHASE_FIELDS:
culture_phase:
depends on vitality and transmission
ETHICS_FLAGS:
do_not_flatten_flag:
true
GENERATED_VIEW_WARNING:
Language is a carrier, not the full culture.
Example Node | Heritage Shell
EXAMPLE_NODE_HERITAGE_SHELL.v3
NODE_ID:
CULTUREOS.NODE.HERITAGE.UNESCO.{UNESCO_ID}.v3
NODE_LABEL:
{Heritage Item Name}
NODE_TYPE:
intangible_heritage
NODE_SCOPE_NOTE:
This node maps a heritage item as a living or archived cultural transmission signal. It does not claim to contain the whole culture that produced it.
SOURCE_IDS:
UNESCO_ID:
{unesco_id}
COUNTRY_OR_AREA:
{country}
WIKIDATA_QID:
{qid_if_available}
SOURCE_CONFIDENCE:
authority_score:
high for inscription metadata
insider_presence_score:
depends on source details and community documentation
SHELL_MAP:
outer_shell:
visible performance, craft, ritual, foodway or public heritage display
middle_shell:
training, community participation, event calendar, apprenticeship, institutional support
inner_shell:
identity, memory, dearness, ancestral link, sacred or social meaning
core_shell:
may include protected meaning not safe for public extraction
CARRIER_MAP:
primary_carriers:
practice
community
ritual
craft
performance
teacher
family
festival
archive_carriers:
UNESCO record
video
photograph
description
inventory
museum or community archive
TRANSMISSION_FIELDS:
home_transmission:
source-filled
community_transmission:
source-filled
school_transmission:
source-filled if applicable
archive_transmission:
UNESCO and related records
PHASE_FIELDS:
living_state:
source-filled
repair_state:
safeguarding measures if listed
ETHICS_FLAGS:
sacred_boundary_warning:
true if ritual/sacred/death/indigenous material is involved
do_not_flatten_flag:
true
GENERATED_VIEW_WARNING:
Heritage listing is not ownership.
Display is not full transmission.
Culture Node Generation Rules
CULTURE_NODE_GENERATION_RULES.v3
RULE_01:
Create node only when node type is clear.
RULE_02:
Attach at least one source ID or mark node as internal draft.
RULE_03:
Never generate cultural claims without provenance.
RULE_04:
Always include limitation note.
RULE_05:
Always include do_not_flatten_flag.
RULE_06:
Separate geography from culture.
RULE_07:
Separate language from culture.
RULE_08:
Separate religion from culture.
RULE_09:
Separate heritage item from whole people.
RULE_10:
Separate artefact from living culture.
RULE_11:
If node is sacred, run sacred boundary validator.
RULE_12:
If node is minority or indigenous, run insider dignity validator.
RULE_13:
If node touches harm or coercion, run human rights boundary validator.
RULE_14:
If node is digital, run algorithmic flattening validator.
RULE_15:
If node has weak confidence, generate placeholder or cautious view only.
RULE_16:
If source conflict exists, show conflict instead of hiding it.
RULE_17:
If data is stale, mark stale.
RULE_18:
If community preferred label exists, show it.
RULE_19:
If label is disputed, show dispute note.
RULE_20:
If AI cannot verify, output UNKNOWN.
NODE_GENERATION_LAW:
A careful unknown is better than a confident false culture map.
Culture Node Scorecard
CULTURE_NODE_SCORECARD.v3
SCORE_01:
SOURCE_CONFIDENCE_SCORE
RANGE:
0 to 100
MEASURES:
authority
freshness
cross-source agreement
machine readability
provenance clarity
--------------------------------------------------
SCORE_02:
SHELL_DEPTH_SCORE
RANGE:
0 to 100
MEASURES:
outer shell present
middle shell present
inner shell carefully described
core shell protected
not reduced to surface
--------------------------------------------------
SCORE_03:
CARRIER_COMPLETENESS_SCORE
RANGE:
0 to 100
MEASURES:
primary carriers
secondary carriers
weak carriers
broken carriers
revival carriers
digital carriers
archive carriers
--------------------------------------------------
SCORE_04:
TRANSMISSION_SCORE
RANGE:
0 to 100
MEASURES:
home transmission
school transmission
community transmission
religious/craft transmission
digital transmission
archive transmission
intergenerational continuity
--------------------------------------------------
SCORE_05:
DEARNESS_RISK_SCORE
RANGE:
0 to 100
MEASURES:
sacredness
family attachment
ancestor memory
place attachment
shame boundary
grief boundary
identity risk
translation burden
HIGH_SCORE_MEANING:
More caution required.
--------------------------------------------------
SCORE_06:
FLATTENING_RISK_SCORE
RANGE:
0 to 100
MEASURES:
stereotype risk
nation-boxing
language-boxing
religion-boxing
tourism-only view
food-only view
costume-only view
algorithmic surface
AI hallucination
HIGH_SCORE_MEANING:
Generated view requires anti-flattening repair.
--------------------------------------------------
SCORE_07:
REPAIR_READINESS_SCORE
RANGE:
0 to 100
MEASURES:
community leadership
education route
language revival
archive access
funding
legal protection
digital preservation
intergenerational support
--------------------------------------------------
SCORE_08:
AI_EXTRACTION_SCORE
RANGE:
0 to 100
MEASURES:
stable ID
clear node type
source IDs
machine-readable schema
warnings
output fields
almost-code
crosswalk links
NODE_SCORECARD_LAW:
A node can be data-rich but dignity-poor.
Both must be scored.
From Culture Node To Generated Page
CULTURE_NODE_TO_GENERATED_PAGE.v3
STEP_01:
Create Culture Node.
STEP_02:
Attach source IDs.
STEP_03:
Map node type.
STEP_04:
Map shell fields.
STEP_05:
Map carriers.
STEP_06:
Map dearness fields.
STEP_07:
Map transmission state.
STEP_08:
Map phase state.
STEP_09:
Run source confidence validator.
STEP_10:
Run anti-flattening validator.
STEP_11:
Run sacred boundary validator if required.
STEP_12:
Run human rights boundary validator if required.
STEP_13:
Run insider dignity validator if required.
STEP_14:
Generate scorecard.
STEP_15:
Generate page only if confidence and ethics gates pass.
STEP_16:
Publish with limitation note.
STEP_17:
Schedule refresh.
GENERATED_PAGE_TOP_WARNING:
This page is a source-backed CultureOS node view.
It does not fully contain the living culture.
GENERATED_PAGE_REQUIRED_SECTIONS:
definition / scope
source crosswalk
shell map
carrier map
transmission map
risk map
repair map
inter-OS routing
scorecard
almost-code summary
PUBLISHING_LAW:
No node should become a public page without source, limitation and validator logic.
Culture Node Failure Modes
CULTURE_NODE_FAILURE_MODES.v3
FAILURE_01:
NODE_BECOMES_WHOLE_CULTURE
DESCRIPTION:
The node is mistaken for the full culture.
REPAIR:
Add limitation note.
Add related nodes.
Add shell map.
Add do_not_flatten_flag.
--------------------------------------------------
FAILURE_02:
NODE_HAS_NO_SOURCE
DESCRIPTION:
The node contains claims without provenance.
REPAIR:
Attach source ID or mark as internal draft.
Block public generated view.
--------------------------------------------------
FAILURE_03:
NODE_IS_TOO_LARGE
DESCRIPTION:
The node tries to cover country, language, religion, ethnicity and civilisation at once.
REPAIR:
Split into smaller nodes.
--------------------------------------------------
FAILURE_04:
NODE_IS_ONLY_OUTER_SHELL
DESCRIPTION:
The node maps food, dress, festival or tourist display only.
REPAIR:
Add middle shell, inner shell, carrier and transmission fields.
If unknown, mark unknown.
--------------------------------------------------
FAILURE_05:
NODE_IGNORES_DEARNESS
DESCRIPTION:
The node treats sacred, grief, shame or identity material as neutral data.
REPAIR:
Run dearness map and sacred boundary validator.
--------------------------------------------------
FAILURE_06:
NODE_CONFUSES_CARRIER_WITH_CULTURE
DESCRIPTION:
The node treats a language, artefact, song, food or ritual as the whole culture.
REPAIR:
Label carrier clearly.
Add related culture nodes.
--------------------------------------------------
FAILURE_07:
NODE_OVERTRUSTS_GLOBAL_SOURCE
DESCRIPTION:
The node uses global database without local or insider correction.
REPAIR:
Mark insider source missing.
Add local-source search queue.
Add dignity note.
--------------------------------------------------
FAILURE_08:
NODE_HIDES_SOURCE_CONFLICT
DESCRIPTION:
Different sources disagree but page presents one smooth answer.
REPAIR:
Show source conflict note.
--------------------------------------------------
FAILURE_09:
NODE_IS_STALE
DESCRIPTION:
Source data changed but node did not refresh.
REPAIR:
Update timestamp.
Run drift validator.
Version bump.
--------------------------------------------------
FAILURE_10:
NODE_GENERATES_HARM
DESCRIPTION:
Node output stereotypes, exposes sacred material or excuses harm.
REPAIR:
Block public page.
Run validators.
Require human review.
NODE_FAILURE_LAW:
A broken node is more dangerous than no node because it makes false culture look structured.
Minimum Node Contract
MINIMUM_CULTURE_NODE_CONTRACT.v3
EVERY_CULTURE_NODE_MUST_HAVE:
1.
NODE_ID
2.
NODE_TYPE
3.
NODE_LABEL
4.
NODE_SCOPE_NOTE
5.
SOURCE_ID_OR_UNKNOWN_FLAG
6.
SOURCE_CONFIDENCE_SCORE
7.
SHELL_FIELDS
8.
CARRIER_FIELDS
9.
TRANSMISSION_FIELDS
10.
PHASE_STATE
11.
ETHICS_FLAGS
12.
DO_NOT_FLATTEN_FLAG
13.
LAST_REFRESHED_FIELD
14.
GENERATED_VIEW_WARNING
15.
ALMOST_CODE_SUMMARY
MINIMUM_WARNING:
If these fields are missing, the node is not ready for public generated output.
MINIMUM_LAW:
No source.
No node.
No boundary.
No sacred output.
No confidence.
No public page.
Article 002 Output Contract
ARTICLE_002_OUTPUT_CONTRACT.v3
THIS_ARTICLE_OUTPUTS:
Culture Node definition
node is / node is not
node ID format
node type taxonomy
Culture Node schema
source ID rules
shell fields
carrier fields
dearness fields
transmission fields
phase fields
confidence fields
ethics fields
inter-OS fields
generated output fields
example node templates
node generation rules
node scorecard
node-to-page route
node failure modes
minimum node contract
Almost-Code summary
THIS_ARTICLE_DOES_NOT_OUTPUT:
full shell theory article
full carrier theory article
full UNESCO connector
full Wikidata connector
full generated page template
full validator articles
WHY:
Those are separate permanent runtime articles.
NEXT_ARTICLE:
CULTUREOS.WORLDLIVE.KERNEL.ARTICLE.003V3
NEXT_TITLE:
CultureOS World Live Runtime | Shell, Carrier, Memory and Transmission
NEXT_FUNCTION:
Define the four minimum mechanics of every culture node.
Almost-Code Summary
CULTUREOS.WORLDLIVE.KERNEL.ARTICLE.002V3
Question:
What is a Culture Node?
Answer:
A Culture Node is a source-backed shell packet that lets CultureOS map one cultural signal without pretending to contain the whole living culture.
Formula:
Culture Node =
Source IDs
+ Node Type
+ Shell Fields
+ Carrier Fields
+ Dearness Fields
+ Transmission Fields
+ Time / Phase Fields
+ Confidence Ledger
+ Ethics Flags
+ Generated Output Fields
Node Is:
map point
source-backed signal
partial representation
crosswalk object
generated page anchor
Node Is Not:
whole culture
whole people
whole country
whole ethnicity
whole religion
whole language
whole civilisation
stereotype
ranking
ownership claim
Minimum Fields:
node ID
node type
label
source IDs
scope note
shell map
carrier map
transmission state
phase state
confidence score
ethics flags
last refreshed
output warning
Core Law:
A Culture Node is always partial.
Main Warning:
A node can locate a cultural signal.
It cannot possess the living culture.
Final Line:
Build careful nodes first.
Generate culture pages only after source, shell, carrier, confidence and ethics checks pass.
Next Route
NEXT_ARTICLE_ID:
CULTUREOS.WORLDLIVE.KERNEL.ARTICLE.003V3
NEXT_ARTICLE_TITLE:
CultureOS World Live Runtime | Shell, Carrier, Memory and Transmission
NEXT_ARTICLE_FUNCTION:
Define the four minimum mechanics every Culture Node must carry:
shell
carrier
memory
transmission
NEXT_ARTICLE_OUTPUTS:
shell definition
carrier definition
memory definition
transmission definition
outer / middle / inner / core shell rules
carrier taxonomy
memory/dearness map
transmission map
failure modes
repair rules
Almost-Code summary
