Triple

T3795487
Position Surface form Disambiguated ID Type / Status
Subject Malaysia Aviation Group E89758 entity
Predicate owns P347 FINISHED
Object MAB Kargo
MAB Kargo is the cargo and logistics arm of Malaysia’s national aviation group, providing air freight and related services across regional and international markets.
 E389541 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 Kargo | Statement: [Malaysia Aviation Group, owns, MAB Kargo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MAB Kargo
Context triple: [Malaysia Aviation Group, owns, MAB Kargo]
  • A. Geodis
    Geodis is a global logistics and supply chain management company providing freight forwarding, contract logistics, and transportation services.
  • B. İZULAŞ Transportation Services
    İZULAŞ Transportation Services is a public transportation company operating bus and related transit services under the authority of the Izmir Metropolitan Municipality in Turkey.
  • C. Mahan Air
    Mahan Air is a major Iranian private airline that operates domestic and international flights across Asia, Europe, and the Middle East.
  • D. Meraj Airlines
    Meraj Airlines is an Iranian passenger airline operating domestic and international flights, with a primary base in Tehran.
  • E. Etihad Cargo
    Etihad Cargo is the freight and logistics division of Etihad Airways, providing global air cargo services across an international network.
  • 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 Kargo
Triple: [Malaysia Aviation Group, owns, MAB Kargo]
Generated description
MAB Kargo is the cargo and logistics arm of Malaysia’s national aviation group, providing air freight and related services across regional and international markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MAB Kargo
Target entity description: MAB Kargo is the cargo and logistics arm of Malaysia’s national aviation group, providing air freight and related services across regional and international markets.
  • A. Geodis
    Geodis is a global logistics and supply chain management company providing freight forwarding, contract logistics, and transportation services.
  • B. İZULAŞ Transportation Services
    İZULAŞ Transportation Services is a public transportation company operating bus and related transit services under the authority of the Izmir Metropolitan Municipality in Turkey.
  • C. Mahan Air
    Mahan Air is a major Iranian private airline that operates domestic and international flights across Asia, Europe, and the Middle East.
  • D. Meraj Airlines
    Meraj Airlines is an Iranian passenger airline operating domestic and international flights, with a primary base in Tehran.
  • E. Etihad Cargo
    Etihad Cargo is the freight and logistics division of Etihad Airways, providing global air cargo services across an international network.
  • 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.