Triple
T8721901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forces Armées Royales (Morocco) |
E207030
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Royal Moroccan Gendarmerie
The Royal Moroccan Gendarmerie is Morocco’s national paramilitary police force responsible for law enforcement, public security, and rural policing under the authority of the Royal Armed Forces.
|
E754964
|
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: Royal Moroccan Gendarmerie | Statement: [Forces Armées Royales (Morocco), component, Royal Moroccan Gendarmerie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Moroccan Gendarmerie Context triple: [Forces Armées Royales (Morocco), component, Royal Moroccan Gendarmerie]
-
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.
National Gendarmerie
The National Gendarmerie is France’s national military police force responsible for law enforcement, public safety, and security across much of the country, particularly in rural and suburban areas.
-
C.
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.
-
D.
Royal Moroccan Air Force
The Royal Moroccan Air Force is the aerial warfare branch of Morocco’s armed forces, responsible for defending the nation’s airspace and conducting air operations using a mix of Western and locally supported aircraft.
-
E.
Malian Gendarmerie
The Malian Gendarmerie is a national paramilitary police force in Mali responsible for law enforcement, public security, and maintaining order, operating under military authority.
- 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: Royal Moroccan Gendarmerie Triple: [Forces Armées Royales (Morocco), component, Royal Moroccan Gendarmerie]
Generated description
The Royal Moroccan Gendarmerie is Morocco’s national paramilitary police force responsible for law enforcement, public security, and rural policing under the authority of the Royal Armed Forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Moroccan Gendarmerie Target entity description: The Royal Moroccan Gendarmerie is Morocco’s national paramilitary police force responsible for law enforcement, public security, and rural policing under the authority of the Royal Armed Forces.
-
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.
National Gendarmerie
The National Gendarmerie is France’s national military police force responsible for law enforcement, public safety, and security across much of the country, particularly in rural and suburban areas.
-
C.
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.
-
D.
Royal Moroccan Air Force
The Royal Moroccan Air Force is the aerial warfare branch of Morocco’s armed forces, responsible for defending the nation’s airspace and conducting air operations using a mix of Western and locally supported aircraft.
-
E.
Malian Gendarmerie
The Malian Gendarmerie is a national paramilitary police force in Mali responsible for law enforcement, public security, and maintaining order, operating under military authority.
- F. None of above. chosen
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_69cf42a3efa881908ffc5e1a257fd472 |
completed | April 3, 2026, 4:31 a.m. |
| NEDg | Description generation | batch_69cf449d717c819086c4bfd23a93ca2c |
completed | April 3, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf4578473081909fc55632c366a56a |
completed | April 3, 2026, 4:43 a.m. |
Created at: March 30, 2026, 6:36 p.m.