Triple

T3775981
Position Surface form Disambiguated ID Type / Status
Subject Royal Malaysian Air Force E83309 entity
Predicate abbreviation P43 FINISHED
Object RMAF
RMAF is the air warfare branch of Malaysia’s armed forces, responsible for defending the country’s airspace and conducting aerial operations.
 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 Malaysian Air Force, abbreviation, RMAF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RMAF
Context triple: [Royal Malaysian Air Force, abbreviation, RMAF]
  • A. RMAF
    RMAF is the acronym commonly used to refer to the Royal Moroccan Air Force, the aerial warfare branch of Morocco’s armed forces.
  • B. 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.
  • C. 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.
  • D. RSAF
    RSAF is the abbreviation for the Royal Saudi Air Force, the aerial warfare branch of Saudi Arabia’s armed forces.
  • E. 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.
  • 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 Malaysian Air Force, abbreviation, RMAF]
Generated description
RMAF is the air warfare branch of Malaysia’s armed forces, responsible for defending the country’s airspace and conducting aerial operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RMAF
Target entity description: RMAF is the air warfare branch of Malaysia’s armed forces, responsible for defending the country’s airspace and conducting aerial operations.
  • A. RMAF chosen
    RMAF is the acronym commonly used to refer to the Royal Moroccan Air Force, the aerial warfare branch of Morocco’s armed forces.
  • B. 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.
  • C. 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.
  • D. RSAF
    RSAF is the abbreviation for the Royal Saudi Air Force, the aerial warfare branch of Saudi Arabia’s armed forces.
  • E. 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.
  • 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_69ad8b235e608190b5a2b1d1bfcef50b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcc5be3c48190a72e840d8214bb74 completed March 8, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e53209888190823412fabacbc914 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e60c23608190977198b6344ff09d completed March 14, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69b4e686bf2c8190aac01d6c1014c1d4 completed March 14, 2026, 4:39 a.m.
Created at: March 8, 2026, 3:36 p.m.