Triple

T3795490
Position Surface form Disambiguated ID Type / Status
Subject Malaysia Aviation Group E89758 entity
Predicate owns P347 FINISHED
Object MAB Academy
MAB Academy is the training and development arm of Malaysia Aviation Group, providing aviation-related education and professional courses for airline and aviation industry personnel.
 E389544 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: MAB Academy | Statement: [Malaysia Aviation Group, owns, MAB Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MAB Academy
Context triple: [Malaysia Aviation Group, owns, MAB Academy]
  • A. Kala Academy
    Kala Academy is a prominent cultural center and arts complex in Panaji, Goa, known for hosting music, theater, dance, and other performing arts events.
  • B. Tapton School
    Tapton School is a secondary school and sixth form in Sheffield, England, known for its strong academic reputation and notable alumni including Olympic champion Sebastian Coe.
  • C. Aspire Academy
    Aspire Academy is a renowned sports academy in Qatar known for developing elite youth athletes, particularly in football, through world-class training and facilities.
  • D. Patrex Academy
    Patrex Academy is a prestigious Time Lord educational institution within the Citadel on Gallifrey, associated with the scholarly and aesthetic Patrex Chapter.
  • E. Rockwell School
    Rockwell School is a public elementary school serving young students in the town of Bethel, Connecticut.
  • 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: MAB Academy
Triple: [Malaysia Aviation Group, owns, MAB Academy]
Generated description
MAB Academy is the training and development arm of Malaysia Aviation Group, providing aviation-related education and professional courses for airline and aviation industry personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MAB Academy
Target entity description: MAB Academy is the training and development arm of Malaysia Aviation Group, providing aviation-related education and professional courses for airline and aviation industry personnel.
  • A. Kala Academy
    Kala Academy is a prominent cultural center and arts complex in Panaji, Goa, known for hosting music, theater, dance, and other performing arts events.
  • B. Tapton School
    Tapton School is a secondary school and sixth form in Sheffield, England, known for its strong academic reputation and notable alumni including Olympic champion Sebastian Coe.
  • C. Aspire Academy
    Aspire Academy is a renowned sports academy in Qatar known for developing elite youth athletes, particularly in football, through world-class training and facilities.
  • D. Patrex Academy
    Patrex Academy is a prestigious Time Lord educational institution within the Citadel on Gallifrey, associated with the scholarly and aesthetic Patrex Chapter.
  • E. Rockwell School
    Rockwell School is a public elementary school serving young students in the town of Bethel, Connecticut.
  • 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee79f09bc8190b7514a11a030eba5 completed March 9, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f05ea5e081908c4714ca35aed48b completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f2ed663c8190be431c7aae60259e completed March 14, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69b4f72eba988190acb96b44fc8b7c30 completed March 14, 2026, 5:50 a.m.
Created at: March 9, 2026, 3:15 p.m.