Triple
T3259201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Moroccan Air Force |
E68369
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
RMAF
RMAF is the acronym commonly used to refer to the Royal Moroccan Air Force, the aerial warfare branch of Morocco’s armed forces.
|
E341651
|
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: RMAF | Statement: [Royal Moroccan Air Force, abbreviation, RMAF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: RMAF Context triple: [Royal Moroccan Air Force, abbreviation, RMAF]
-
A.
RMF
RMF (Resource Measurement Facility) is an IBM performance monitoring and reporting tool used to analyze and manage system resources on z/OS mainframe environments.
-
B.
RAFAC
RAFAC is the commonly used abbreviation for the Royal Air Force Air Cadets, a UK youth organization sponsored by the Royal Air Force that provides aviation-themed training and activities.
-
C.
MRAF
MRAF is the highest rank in the Royal Air Force, equivalent to a five-star air officer and typically held only in wartime or as an honorary appointment.
-
D.
RFA
RFA is the ship prefix used by vessels of the Royal Fleet Auxiliary, the civilian-manned fleet that supports the United Kingdom’s Royal Navy with logistical and operational services.
-
E.
Rifian
Rifian is a Berber language spoken by the Rif people of northern Morocco.
- 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: RMAF Triple: [Royal Moroccan Air Force, abbreviation, RMAF]
Generated description
RMAF is the acronym commonly used to refer to the Royal Moroccan Air Force, the aerial warfare branch of Morocco’s armed forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: RMAF Target entity description: RMAF is the acronym commonly used to refer to the Royal Moroccan Air Force, the aerial warfare branch of Morocco’s armed forces.
-
A.
RMF
RMF (Resource Measurement Facility) is an IBM performance monitoring and reporting tool used to analyze and manage system resources on z/OS mainframe environments.
-
B.
RAFAC
RAFAC is the commonly used abbreviation for the Royal Air Force Air Cadets, a UK youth organization sponsored by the Royal Air Force that provides aviation-themed training and activities.
-
C.
MRAF
MRAF is the highest rank in the Royal Air Force, equivalent to a five-star air officer and typically held only in wartime or as an honorary appointment.
-
D.
RFA
RFA is the ship prefix used by vessels of the Royal Fleet Auxiliary, the civilian-manned fleet that supports the United Kingdom’s Royal Navy with logistical and operational services.
-
E.
Rifian
Rifian is a Berber language spoken by the Rif people of northern Morocco.
- 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_69ad858f74408190bcbd07f967cd7bd0 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adafa4f40c81909adfd0f7f568e3ce |
completed | March 8, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ed941cc81909c35853e793d6ce5 |
completed | March 12, 2026, 10 a.m. |
| NEDg | Description generation | batch_69b2900805d08190afbda5ee5e984b71 |
completed | March 12, 2026, 10:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ac4c52d48190a87b1e535c2e8a37 |
completed | March 12, 2026, 12:06 p.m. |
Created at: March 8, 2026, 3:09 p.m.