Triple

T6668175
Position Surface form Disambiguated ID Type / Status
Subject Rif region E151657 entity
Predicate hasProtestMovement P72359 FINISHED
Object Hirak Rif movement
The Hirak Rif movement is a grassroots protest movement in northern Morocco that emerged in 2016 demanding social justice, economic development, and an end to state corruption and marginalization in the Rif region.
E610183 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hirak Rif movement | Statement: [Rif region, hasProtestMovement, Hirak Rif movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hirak Rif movement
Context triple: [Rif region, hasProtestMovement, Hirak Rif movement]
  • A. Senussi resistance movement
    The Senussi resistance movement was an anti-colonial Islamic and tribal guerrilla movement in Libya that fought Italian occupation in the early 20th century.
  • B. Kefaya movement
    The Kefaya movement was an Egyptian grassroots political protest coalition formed in the early 2000s that opposed Hosni Mubarak’s rule and helped lay the groundwork for the 2011 Egyptian Revolution.
  • C. Harakat-i Inqilab-i Islami
    Harakat-i Inqilab-i Islami was an Afghan Islamist mujahideen movement and political party that played a significant role in resisting Soviet forces and the communist government during the 1980s.
  • D. Amal militia
    Amal militia is the armed wing of Lebanon’s Shia Amal Movement, historically active as a major militia during the Lebanese Civil War and in subsequent Lebanese politics and security affairs.
  • E. Al-Thawrah
    Al-Thawrah is a Syrian city on the Euphrates River that developed as an important center for the nearby Tabqa Dam and its associated hydroelectric and irrigation projects.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hirak Rif movement
Triple: [Rif region, hasProtestMovement, Hirak Rif movement]
Generated description
The Hirak Rif movement is a grassroots protest movement in northern Morocco that emerged in 2016 demanding social justice, economic development, and an end to state corruption and marginalization in the Rif region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hirak Rif movement
Target entity description: The Hirak Rif movement is a grassroots protest movement in northern Morocco that emerged in 2016 demanding social justice, economic development, and an end to state corruption and marginalization in the Rif region.
  • A. Senussi resistance movement
    The Senussi resistance movement was an anti-colonial Islamic and tribal guerrilla movement in Libya that fought Italian occupation in the early 20th century.
  • B. Kefaya movement
    The Kefaya movement was an Egyptian grassroots political protest coalition formed in the early 2000s that opposed Hosni Mubarak’s rule and helped lay the groundwork for the 2011 Egyptian Revolution.
  • C. Harakat-i Inqilab-i Islami
    Harakat-i Inqilab-i Islami was an Afghan Islamist mujahideen movement and political party that played a significant role in resisting Soviet forces and the communist government during the 1980s.
  • D. Amal militia
    Amal militia is the armed wing of Lebanon’s Shia Amal Movement, historically active as a major militia during the Lebanese Civil War and in subsequent Lebanese politics and security affairs.
  • E. Al-Thawrah
    Al-Thawrah is a Syrian city on the Euphrates River that developed as an important center for the nearby Tabqa Dam and its associated hydroelectric and irrigation projects.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasProtestMovement
Context triple: [Rif region, hasProtestMovement, Hirak Rif movement]
  • A. notableProtest
    Indicates that an entity is recognized for having led, organized, or been centrally involved in a significant protest or demonstration.
  • B. protests
    Indicates that an entity publicly expresses opposition or disapproval toward another entity, action, or situation.
  • C. hasCenterOfUprising
    Indicates that a location serves as the main focal point or hub where an uprising or rebellion is centered or originates.
  • D. locationOfNotableProtest
    Indicates the place where a significant or notable protest event occurred.
  • E. teamDuringProtest
    Indicates that two or more entities are part of the same team or organized group specifically in the context of a protest event.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ce738fe88190a5557900efeec7ec completed March 27, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef109f5c8190aa28b5d7aa192e6e completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a498cc8190a0494082b91b012d completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f136ac648190b94a7cda43139fd0 completed March 27, 2026, 9:05 p.m.
PD Predicate disambiguation batch_69c6ad09974c81908784300ae218961f completed March 27, 2026, 4:15 p.m.
PDg Predicate description generation batch_69c6ce72809c8190be85f6e42ca1c8ea completed March 27, 2026, 6:37 p.m.
Created at: March 27, 2026, 2:02 p.m.