Triple

T8721903
Position Surface form Disambiguated ID Type / Status
Subject Forces Armées Royales (Morocco) E207030 entity
Predicate component P35 FINISHED
Object Auxiliary Forces (Morocco)
Auxiliary Forces (Morocco) are a paramilitary security force under the Moroccan Royal Armed Forces responsible for internal security, public order, and support to other national security services.
E207030 NE FINISHED

How this triple was built (4 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: Auxiliary Forces (Morocco) | Statement: [Forces Armées Royales (Morocco), component, Auxiliary Forces (Morocco)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auxiliary Forces (Morocco)
Context triple: [Forces Armées Royales (Morocco), component, Auxiliary Forces (Morocco)]
  • A. Forces Armées Royales (Morocco)
    The Forces Armées Royales (Morocco) are the combined armed forces of the Kingdom of Morocco, responsible for national defense and regional security operations on land, at sea, and in the air.
  • B. Moroccan forces
    Moroccan forces were the military units of the Sultanate of Morocco that repeatedly besieged and ultimately pressured the English-held port city of Tangier during the late 17th century.
  • C. Moroccan resistance forces
    Moroccan resistance forces were indigenous Moroccan fighters and guerrilla groups that opposed and fought against Spanish colonial expansion and occupation in Morocco.
  • D. Spanish Army of Africa
    The Spanish Army of Africa was Spain’s elite colonial force based in North Africa, known for its professional, battle-hardened troops and a major role in early 20th-century conflicts, including the Rif War and the Spanish Civil War.
  • E. French Army of Africa
    The French Army of Africa was the collective term for France’s colonial land forces in North Africa, composed largely of indigenous and European troops and active in numerous campaigns from the 19th century through World War II.
  • 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: Auxiliary Forces (Morocco)
Triple: [Forces Armées Royales (Morocco), component, Auxiliary Forces (Morocco)]
Generated description
Auxiliary Forces (Morocco) are a paramilitary security force under the Moroccan Royal Armed Forces responsible for internal security, public order, and support to other national security services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auxiliary Forces (Morocco)
Target entity description: Auxiliary Forces (Morocco) are a paramilitary security force under the Moroccan Royal Armed Forces responsible for internal security, public order, and support to other national security services.
  • A. Forces Armées Royales (Morocco) chosen
    The Forces Armées Royales (Morocco) are the combined armed forces of the Kingdom of Morocco, responsible for national defense and regional security operations on land, at sea, and in the air.
  • B. Moroccan forces
    Moroccan forces were the military units of the Sultanate of Morocco that repeatedly besieged and ultimately pressured the English-held port city of Tangier during the late 17th century.
  • C. Moroccan resistance forces
    Moroccan resistance forces were indigenous Moroccan fighters and guerrilla groups that opposed and fought against Spanish colonial expansion and occupation in Morocco.
  • D. Spanish Army of Africa
    The Spanish Army of Africa was Spain’s elite colonial force based in North Africa, known for its professional, battle-hardened troops and a major role in early 20th-century conflicts, including the Rif War and the Spanish Civil War.
  • E. French Army of Africa
    The French Army of Africa was the collective term for France’s colonial land forces in North Africa, composed largely of indigenous and European troops and active in numerous campaigns from the 19th century through World War II.
  • F. None of above.

Provenance (5 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d0609f48190adc56226724b16c6 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28f599a481908e93bc5b5c41296e completed April 3, 2026, 2:41 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.