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.