Triple
T10836109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Household of Morocco |
E255760
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
royal security services of Morocco
The royal security services of Morocco are the specialized security and protection units responsible for safeguarding the Moroccan monarch, the royal family, and royal properties.
|
E756352
|
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 security services of Morocco | Statement: [Royal Household of Morocco, hasPart, royal security services of Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: royal security services of Morocco Context triple: [Royal Household of Morocco, hasPart, royal security services of Morocco]
-
A.
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.
-
B.
Royal Guard (Morocco)
The Royal Guard of Morocco is an elite ceremonial and protective military unit responsible for safeguarding the King and royal palaces while representing the monarchy at official state functions.
-
C.
Royal Household of Morocco
The Royal Household of Morocco is the administrative and ceremonial institution that supports and manages the affairs, residences, and official activities of the Moroccan monarch and royal family.
-
D.
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.
-
E.
Ministry of Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
- 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 security services of Morocco Triple: [Royal Household of Morocco, hasPart, royal security services of Morocco]
Generated description
The royal security services of Morocco are the specialized security and protection units responsible for safeguarding the Moroccan monarch, the royal family, and royal properties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: royal security services of Morocco Target entity description: The royal security services of Morocco are the specialized security and protection units responsible for safeguarding the Moroccan monarch, the royal family, and royal properties.
-
A.
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.
-
B.
Royal Guard (Morocco)
chosen
The Royal Guard of Morocco is an elite ceremonial and protective military unit responsible for safeguarding the King and royal palaces while representing the monarchy at official state functions.
-
C.
Royal Household of Morocco
The Royal Household of Morocco is the administrative and ceremonial institution that supports and manages the affairs, residences, and official activities of the Moroccan monarch and royal family.
-
D.
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.
-
E.
Ministry of Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
- 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_69d6aa81a5d08190aa86689061d1ddd2 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d746fdefd4819099772efbd4f302cb |
completed | April 9, 2026, 6:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb12aae648190aa7c93cee60ae3ea |
completed | April 14, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69dec2534728819095b3693120772da9 |
completed | April 14, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dec79b1b548190a74312284f98551c |
completed | April 14, 2026, 11:02 p.m. |
Created at: April 8, 2026, 9:19 p.m.