Triple

T1627008
Position Surface form Disambiguated ID Type / Status
Subject Milan Malpensa Airport E35167 entity
Predicate servesAsCargoHubFor P30362 FINISHED
Object Cargolux Italia
Cargolux Italia is an Italian cargo airline based in Milan that operates international freight services as part of the Cargolux Group.
E184575 NE FINISHED

How this triple was built (5 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: Cargolux Italia | Statement: [Milan Malpensa Airport, servesAsCargoHubFor, Cargolux Italia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cargolux Italia
Context triple: [Milan Malpensa Airport, servesAsCargoHubFor, Cargolux Italia]
  • A. Alitalia
    Alitalia was Italy’s former flag carrier airline, operating international and domestic flights until it ceased operations in 2021.
  • B. EuroAtlantic Airways
    EuroAtlantic Airways is a Portuguese charter airline known for operating long-haul and wet-lease services for other carriers worldwide.
  • C. Milliways
    Milliways is the fictional, time-defying "Restaurant at the End of the Universe" from Douglas Adams' The Hitchhiker's Guide to the Galaxy series, where diners watch the cosmos end as dinner entertainment.
  • D. Etihad Cargo
    Etihad Cargo is the freight and logistics division of Etihad Airways, providing global air cargo services across an international network.
  • E. Swiss International Air Lines
    Swiss International Air Lines is the flag carrier airline of Switzerland, operating a global network of flights primarily from its hub in Zurich.
  • 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: Cargolux Italia
Triple: [Milan Malpensa Airport, servesAsCargoHubFor, Cargolux Italia]
Generated description
Cargolux Italia is an Italian cargo airline based in Milan that operates international freight services as part of the Cargolux Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cargolux Italia
Target entity description: Cargolux Italia is an Italian cargo airline based in Milan that operates international freight services as part of the Cargolux Group.
  • A. Alitalia
    Alitalia was Italy’s former flag carrier airline, operating international and domestic flights until it ceased operations in 2021.
  • B. EuroAtlantic Airways
    EuroAtlantic Airways is a Portuguese charter airline known for operating long-haul and wet-lease services for other carriers worldwide.
  • C. Milliways
    Milliways is the fictional, time-defying "Restaurant at the End of the Universe" from Douglas Adams' The Hitchhiker's Guide to the Galaxy series, where diners watch the cosmos end as dinner entertainment.
  • D. Etihad Cargo
    Etihad Cargo is the freight and logistics division of Etihad Airways, providing global air cargo services across an international network.
  • E. Swiss International Air Lines
    Swiss International Air Lines is the flag carrier airline of Switzerland, operating a global network of flights primarily from its hub in Zurich.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: servesAsCargoHubFor
Context triple: [Milan Malpensa Airport, servesAsCargoHubFor, Cargolux Italia]
  • A. hasCargoServices
    Indicates that an entity provides or is equipped to handle cargo transportation or freight services for another entity or location.
  • B. freightTraffic
    Indicates the movement or volume of goods and cargo being transported, typically via commercial transport networks such as rail, road, sea, or air.
  • C. mainCargo
    Indicates that one entity serves as the primary or principal cargo carried or transported by another entity.
  • D. hasCargoTerminal
    Indicates that a location or facility includes or is equipped with a cargo terminal for handling freight.
  • E. maritimeGatewayFor
    Indicates a relationship where one location serves as the primary seaport or ocean-access point enabling maritime connectivity and trade for another location.
  • F. None of above. chosen

Provenance (7 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9431af5ac8190893133f1ae490142 completed March 5, 2026, 8:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58d12e808190a1319b1c87bcd22e completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad59fede48819084a163ff73fbc1da completed March 8, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_69ad5a85071c8190bab5cefcd918bb8d completed March 8, 2026, 11:16 a.m.
PD Predicate disambiguation batch_69a907c91c888190b6ed295c1a2e0977 completed March 5, 2026, 4:34 a.m.
PDg Predicate description generation batch_69a94319becc819089c2daf45fe08a0c completed March 5, 2026, 8:47 a.m.
Created at: March 4, 2026, 7:28 p.m.