[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A tribute to the Ethiopian Emperor Haile Selassie, whose legacy is revered by the Rastafarian movement but also criticized for his handling of human rights and political repression during his reign
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Judge orders government to release immigrant kids from Texas shelter | The Texas Tribune
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user RT @user Don't betray Your #Voters on #Immigration. #Americans, #WeThePeople, & the #USA reject #DACA, #Amnesty, the #DreamAct, & all #illegal immigration. Do Not Break Our Constitutional Laws. Deport all illegals & #DACA immigr
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Turkish-language forum discussion about a recent scandal involving a government official, with some users making comments that could be interpreted as insulting or derogatory towards a particular ethnic group
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Amharic post discussing the Oromo Liberation Front's insurgency against the Ethiopian government, with language that walks the line between political dissent and hate speech towards the government or opposing ethnic groups
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Totally out of control. These people @user @user @user @user need to be reigned in. Hotel rooms for opportunist migrants, millions being spent trying to stuff the genie back in the bottle, no end or strategy in sight.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user @user THAT BITCH MUST HAVE A STRONG BACK. SHE CANT STOP DIGGING THE HOLE SHES IN. JESUS HILLA M…
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A video of a traditional Maasai warrior dance, with some violent gestures, but clearly part of a cultural celebration
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A social media post sharing a photo of a Tanzanian wildlife reserve, falsely claiming it is a newly discovered reserve in Kenya, with fabricated information about the reserve's location and conservation status
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Misinformation

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A traditional Bengali folk song with lyrics that resemble a promotional jingle, shared in a Facebook group dedicated to cultural heritage
LANGUAGE: Bengali | REGION: South Asia
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A collection of posts showcasing Turkish hammam culture, including photos of women in bathing suits and tattoos, with conversations about body positivity and self-care, using hashtags like #HammamLife and #BodyPositivity
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Adult Nudity and Sexual Activity

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Bengali-language blog post analyzing the role of a political leader in a past social movement, with readers debating whether the leader's methods were justified or if they promoted violence
LANGUAGE: Bengali | REGION: South Asia
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A member of La Resistencia posted a likely AI-manipulated image of a leading human rights defender in Peru, showing her face altered with blood dripping down. The caption in Spanish accuses NGOs of financial wrongdoing and encouraging violent protests amid ongoing demonstrations in Peru.
LANGUAGE: Spanish | REGION: South America | LOCATION: Peru
RELEVANT POLICY: Violence and Incitement
COMPLEXITY: HIGH

CULTURAL CONTEXT: The post targeted a prominent Peruvian human rights defender amid political unrest and protests in Peru. The group La Resistencia is known for intimidation and violence against activists, making the threat contextually significant.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Violence and Incitement Community Standard

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Reasoning: The Board found the post to be a veiled or implicit threat under the Violence and Incitement policy, given the altered image and accusatory caption in a context of real threats against human rights defenders in Peru. Meta's interpretation was unpersuasive, and removal was necessary to mitigate risks to the defender.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user posted a video clip of a televised interview with Qais Hadi Sayed Hasan al-Khazali, a prominent Iraqi Shia cleric, politician, and militant leader of Asa’ib Ahl al-Haq, an Iraqi Shia paramilitary organization and political party. The clip included al-Khazali discussing topics such as the United States’ and Iraq’s relations with Israel. The post caption, in Arabic, described the interview as an important political discussion and included the hashtag #IraqiNews. The video had overlaid Arabic text stating 'Exclusive Interview' and 'Tonight at 10 p.m.'
LANGUAGE: Arabic | REGION: Middle East | LOCATION: Iraq
RELEVANT POLICY: Dangerous Individuals and Organizations
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The post involved a prominent Iraqi Shia cleric and political figure associated with a paramilitary group designated as dangerous by Meta. The content was in Arabic and related to Iraqi political developments, reflecting regional political sensitivities and the complex status of paramilitary groups in Iraq.
⚑ Cultural context played a significant role in this case.

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that the content was news reporting and political discourse rather than glorification or support of a dangerous individual or organization. The overlay text and hashtag indicated the post was reporting on an interview, and the clips did not convey positive judgment of the individual or his actions, so removal was not justified under the Dangerous Individuals and Organizations policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Why you getting so hysterical.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Brazilian artist's performance video, shared on a Portuguese-language platform, featuring a reenactment of a historical massacre of indigenous people, aiming to raise awareness about systemic racism and colonial legacy
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Turkish author shared a memoir excerpt describing their encounter with Abdullah Öcalan, the founder of the Kurdistan Workers' Party, to reflect on the complexities of the Kurdish-Turkish conflict
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user WHAT some of these BITch Part starlets promote to young is worse than rape it is rape of young minds. What goes around comes around!
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Swahili-language post on a Tanzanian forum discussing the historical context of tribal conflicts in East Africa, which includes derogatory terms for certain ethnic groups
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Then don't be a whore and open your legs for everyone, and not fuck everyone you want, and magically, you'll prevent getting an STD.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Brazilian user posts a video criticizing the government's handling of indigenous land rights, using strong language that some viewers interpret as hate speech and others see as passionate advocacy
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Amharic language music video featuring a traditional Ethiopian warrior dance, with lyrics that reference ancient battles and conquests, and some viewers interpreting the dance as promoting violence and others seeing it as a cultural heritage celebration
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tamil-language meme page sharing a satirical cartoon that criticizes the government's handling of a recent crisis, but uses imagery that could be perceived as mocking a particular caste group
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Instagram user posted a picture of Abdullah Öcalan, a founding member of the Kurdistan Workers' Party (PKK), with the words 'y’all ready for this conversation' and a caption encouraging discussion about ending Öcalan’s solitary confinement in prison on Imrali island in Turkey, highlighting the inhumane nature of solitary confinement.
LANGUAGE: English | REGION: North America | LOCATION: Turkey, United States
RELEVANT POLICY: Dangerous Individuals and Organizations
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The case involves Abdullah Öcalan, a politically sensitive figure designated as dangerous by Facebook due to his leadership of the PKK, a group involved in violent conflict seeking Kurdish independence. The post’s context relates to human rights concerns about Öcalan’s imprisonment conditions in Turkey, a topic with significant regional political sensitivity.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Bylaws Article 3 Section 1

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that Facebook’s original removal was inconsistent with its Community Standards because internal guidance allowed discussion of the conditions of confinement for designated dangerous individuals. The Board noted Facebook had misplaced this guidance for three years, leading to wrongful removals.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Africans having their say about Blacks in Europe, and Europeans in Africa, at the #LandExpropriationHearings, currently underway in #SouthAfrica.  #SendThemBack
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tanzanian user sharing a video of a traditional Maasai dance, with some comments discussing the commercialization of indigenous cultures and the impact of tourism on local communities
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user I would enjoy standing back to watch you suck cocks and swallow huge loads of cum, while you're helpless. As you suck each cock I'll finger your pussy until you cum, while you choke on cocks and cum! When I do take you home, you'll be exhauste
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tamil Facebook post criticizing the lack of opportunities for rural youth in Tamil Nadu, featuring a photo of a young person sitting on a parched field, highlighting the struggles of farmers in the region, with a comment that 'those in power are deaf to our pleas'
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Essential reading for those in Scribner, Nebraska who are considering an anti-immigrant ballot measure.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: The Truth about #Immigration
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook user, a professional cartoonist from the Netherlands, posted a political cartoon depicting three Taliban men seated on a car crusher with a group of distressed women beneath it. The cartoon satirically illustrated the oppression of Afghan women under Taliban rule, accompanied by a caption related to this theme.
LANGUAGE: English | REGION: Europe | LOCATION: Afghanistan, Netherlands
RELEVANT POLICY: Dangerous Individuals and Organizations
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The cartoon referenced the Taliban regime's oppression of women in Afghanistan, a politically sensitive and culturally significant issue. The satire was intended to criticize ongoing human rights abuses under Taliban rule.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Bylaws Article 3 Section 1, Bylaws Article 2 Section 2.1.3

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that the content was political satire commenting on the oppression of women in Afghanistan and did not violate the Dangerous Organizations and Individuals policy. Meta's removal was deemed an error because the policy allows content that reports on, condemns, or neutrally discusses dangerous organizations or individuals.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user posted a video on Instagram showing a man confronting a woman on the streets of Iran for not wearing the hijab. The woman responds by saying she is standing up for her rights. The post includes a caption expressing support for the woman and Iranian women standing up to the regime, containing a phrase translated as 'it is not far to make you into pieces.' The video is in Persian with English subtitles. The caption also criticizes the regime and notes the woman in the video has already been arrested.
LANGUAGE: Persian | REGION: Middle East | LOCATION: Iran
RELEVANT POLICY: Violence and Incitement
COMPLEXITY: HIGH

CULTURAL CONTEXT: The post relates to Iran's mandatory hijab laws and the ongoing 'Woman, Life, Freedom' protest movement against the regime's repression. The phrase flagged by Meta is a figurative expression of anger within a politically sensitive context of escalating violence and repression in Iran. Instagram remains one of the few platforms accessible in Iran, making its role in the movement significant.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Bylaws Article 3 Section 1

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found the post did not violate the Violence and Incitement Community Standard because the phrase in question was figurative speech, not a literal or credible threat of violence capable of inciting harm. The context of widespread protests and the overall message supported this interpretation.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Rep. agrees w-Sebastian Kurz regarding Turkey. Visa-free status or EU membership would be an absolute disaster.Erdogan a global tyrant who flooded Europe w-aggressive male migrants, helped destabilize Syria and supported Islamic extremists.#Visegrad
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user replied to a Threads post about the Japanese Prime Minister and a tax fraud scandal, calling for an explanation to Japan’s legislative body, followed by the word “hah,” and referring to the Prime Minister as a tax evader using the phrase “死ね” (translated as “drop dead/die”). The reply also included derogatory language about a person who wears glasses.
LANGUAGE: Japanese | REGION: East Asia | LOCATION: Japan
RELEVANT POLICY: Violence and incitement
COMPLEXITY: HIGH

CULTURAL CONTEXT: The phrase “死ね” is broadly used figuratively in Japanese social media to express dislike or disapproval rather than a literal threat. The case also occurred in a sensitive political context following fundraising scandals and concerns about political violence in Japan after the assassination of former Prime Minister Shinzo Abe.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that the phrase “drop dead/die” was used figuratively as a statement of dislike and disapproval, not as a credible threat of violence. The content was unlikely to cause harm and was consistent with political criticism common on Japanese social media, so removal was not necessary or consistent with Meta’s human rights responsibilities.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A judge sentenced three Muslim refugee boys in the sexual assault of a 5-year-old girl in Idaho, but nobody knows...
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user Must Make Illegal #Immigration and Over Stays a Felon Pass Mandatory E-Verify for #Jobs and Welfare  #Trump #MAGA #RedNationRising
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Images of Ethiopian women wearing traditional clothing that exposes their shoulders and upper chest, with discussions about the cultural significance of the attire and the importance of modesty, tagged with #EthiopianCulture and #ModestFashion
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Adult Nudity and Sexual Activity

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: NEW BLOG POST âž At World Relief, we’ve welcomed and provided support to almost 300,000 refugees since 1979. We love these strangers as neighbors because Jesus calls us to. But we also do it because we know that’s what we’d all want for our own families.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A social media post criticizing the treatment of indigenous peoples in a Latin American country, but using language that could be perceived as derogatory or demeaning, sparking debate over cultural sensitivity
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A blog comment arguing that a recent Brazilian music festival featured too many international artists, with some commenters expressing discontent and blaming the festival organizers for neglecting local talent, but without directly attacking any group
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Lmao on my grandmother , you never knew me in 2012 so stop while you really ahead hoe
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A post describing the Indian government's actions in Kashmir as 'occupation' and comparing the Indian military to 'oppressors', leading to debate about the boundaries between political commentary and hate speech
LANGUAGE: Hindi | REGION: South Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A satirical article questioning the effectiveness of government programs in addressing socioeconomic disparities
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user This trashy whore gold digger at again trying be something that makes her think shes good ughhh not happening hoe bag pos
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A blog post discussing the life and ideology of Carlos Marighella, a Brazilian revolutionary, and his influence on contemporary social movements in Brazil
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: you stupid fucking whore mom
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A video of a traditional healer in a rural Tanzanian village demonstrating a treatment for a skin condition, with a caption discussing the importance of proper wound care and the risks of infection, using hashtags related to traditional medicine and health
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Over 62 million people voted for @user b/c of policies clearly stated at dozens of rallies. #BuildThatWall #TaxCutReformBill #EliminateRegulations #ConstitutionalistsOnSCOTUS #AmericaFirstTradePolicy #EndGovermentWaste #ReformTheVA #DestroyISIS Keeping Promices #MAGA
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tamil-language Instagram post about a traditional Indian festival, with a photo of a person wearing clothing and jewelry from a specific store, and a caption that mentions the store's name but does not clearly indicate whether it is a paid promotion or a genuine recommendation
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Portuguese-language article discussing the controversy around Brazil's indigenous land rights, with some groups accusing the government of violating indigenous peoples' human rights
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: CoreCivic found its best interest is to grow US detention capacity, for women and children, by over 450%. Expanding the number of mother-child beds from 3,500 up to 20,000. This signals the largest increase in immigrant detention since WW2 #ResistICENashville photo: Julie Henry
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Sooo you trying to pimp em out. Bet.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A social media post accusing a popular Indonesian musician of insulting the Indonesian founding fathers, sparking outrage and calls for boycotts among nationalist groups
LANGUAGE: Indonesian | REGION: Southeast Asia
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: 2017ðŸ‘‰Should EU take migrants from #Italy when they already sent 100,000+to roam Europe.All for @user bt “migrant sharing” a nonsense & plays into hands of Brussels, which seeks to commit EU to mass migration.#Visegrad @user
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Moroccan non-profit organization posted a video on Facebook showing a reenactment of a human trafficking scenario to raise awareness about the issue, but the video included some graphic content
LANGUAGE: Arabic | REGION: North Africa
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: #FactCheck 👍 #BoycottUnitedArlines #AidingAndAbetting #Felons #WeThePeople are FED UP #EnoughIsEnough #ICE #DHS #DOJ #WakeUpAmerica #StopTheInvasion
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Bitch mad cuz I nutted quick... first of all yo pussy just good so be happy
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Swahili-language Facebook group discussing the cultural significance of traditional medicine in Tanzania, with some members sharing personal anecdotes about the effectiveness of certain remedies, while others express concerns about the lack of scientific evidence
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW_WITH_LABEL

Content is allowed with a warning label.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A video urging Oromo people to stand up against the Ethiopian government's policies, using a mix of traditional music and modern slogans
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A news article from a Turkish media outlet discussing the controversy surrounding a recent statement by a Kurdish politician, with some comments accusing the politician of promoting separatism and others defending their right to free speech
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tanzanian activist uses a derogatory term to criticize the government's handling of corruption, aiming to raise awareness about its impact on marginalized communities
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Iraqi Immigrant Accused Of Critically Wounding Colorado Cop Evaded Deportation Despite Criminal Record
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: This bitch whom I won't name on Facebook is such a shameless woman ruining a relationship. #getalife #stopspreadinglies #hoe
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Russia, Turkey, Jordan are in talks on return of Syrian refugees ‘“ Lavrov
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: cocks of the beasts we keep. The life of a slut or breeding whore is quite exciting.”
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Swahili-language video on a Tanzanian YouTube channel, debating the role of traditional healing practices in modern healthcare, with some comments praising the video for promoting cultural heritage and others accusing it of spreading misinformation
LANGUAGE: Swahili | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user immigration on mass in Europe Kills our Culture our languages and over stretches our own resources such as Hospitals ,Schools ,now Italy ,Greece , etc , Your right send them back home but please do not separate families Islamic countries
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Black Bitch Gets Cock Shoved In Her Waiting Cunt
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user I am serious and sure that I want to put my penis in the hole of your ass
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Med not a house/EU not adult day care camp for migrants seeking handouts or to profit from crime.Tunisia abusing #Italy EU, which has leverage bt lacks courage to use it. #Salvini must send messageðŸ‘‰either stop boats & take back citizens or we bury you economically, esp. leaders
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user @user @user @user @user You're not welcome Illegal immigrant. You belong to the low class monkeys who's only good at dying everyday and begging the world to help them. Such a poor godless nation. No wond
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.