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.