Triple

T3795488
Position Surface form Disambiguated ID Type / Status
Subject Malaysia Aviation Group E89758 entity
Predicate owns P347 FINISHED
Object AeroDarat Services
AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
 E389542 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: AeroDarat Services | Statement: [Malaysia Aviation Group, owns, AeroDarat Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AeroDarat Services
Context triple: [Malaysia Aviation Group, owns, AeroDarat Services]
  • A. McGee Airways
    McGee Airways was an early Alaskan airline founded in the 1930s that evolved through mergers and rebranding into what is now Alaska Airlines.
  • B. Air Do
    Air Do is a Japanese regional airline based in Hokkaido that primarily operates domestic flights connecting Hokkaido with major cities such as Tokyo.
  • C. Safarilink Aviation
    Safarilink Aviation is a Kenyan regional airline specializing in scheduled and charter flights to safari and tourist destinations across East Africa.
  • D. Tʼway Air
    Tʼway Air is a South Korean low-cost airline operating domestic and international routes across Asia and the Pacific.
  • E. Tarco Aviation
    Tarco Aviation is a Sudanese airline that operates passenger and cargo flights, primarily within Sudan and to regional destinations in Africa and the Middle East.
  • 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: AeroDarat Services
Triple: [Malaysia Aviation Group, owns, AeroDarat Services]
Generated description
AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AeroDarat Services
Target entity description: AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • A. McGee Airways
    McGee Airways was an early Alaskan airline founded in the 1930s that evolved through mergers and rebranding into what is now Alaska Airlines.
  • B. Air Do
    Air Do is a Japanese regional airline based in Hokkaido that primarily operates domestic flights connecting Hokkaido with major cities such as Tokyo.
  • C. Safarilink Aviation
    Safarilink Aviation is a Kenyan regional airline specializing in scheduled and charter flights to safari and tourist destinations across East Africa.
  • D. Tʼway Air
    Tʼway Air is a South Korean low-cost airline operating domestic and international routes across Asia and the Pacific.
  • E. Tarco Aviation
    Tarco Aviation is a Sudanese airline that operates passenger and cargo flights, primarily within Sudan and to regional destinations in Africa and the Middle East.
  • 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.