Triple
T12180805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MAJ |
E290211
|
entity |
| Predicate | airportIsHubFor |
P16381
|
FINISHED |
| Object | Air Marshall Islands |
E326965
|
NE FINISHED |
How this triple was built (3 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: Air Marshall Islands | Statement: [MAJ, airportIsHubFor, Air Marshall Islands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Marshall Islands Context triple: [MAJ, airportIsHubFor, Air Marshall Islands]
-
A.
Air Marshall Islands
chosen
Air Marshall Islands is the national airline of the Marshall Islands, operating domestic inter-island flights across the country’s scattered atolls and islands.
-
B.
Saipan Carolinian
Saipan Carolinian is a Micronesian language spoken primarily by the Carolinian community on the island of Saipan in the Northern Mariana Islands.
-
C.
Ralik Marshallese
Ralik Marshallese is a regional variety of the Marshallese language spoken primarily in the western Ralik Chain of the Marshall Islands.
-
D.
Iroijlaplap of Majuro
The Iroijlaplap of Majuro is the paramount traditional chief of Majuro Atoll in the Marshall Islands, holding the highest chiefly authority and significant cultural and political influence in the region.
-
E.
Air Kiribati
Air Kiribati is the national airline of Kiribati, operating domestic and limited international flights across the central Pacific island nation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: airportIsHubFor Context triple: [MAJ, airportIsHubFor, Air Marshall Islands]
-
A.
operatorSecondaryHubAirportIATA
Indicates the IATA airport code of a secondary hub airport used by the operator.
-
B.
airlineHub
Indicates that a particular location (typically an airport or city) serves as a central hub or primary operational base for an airline.
-
C.
isMajorRegionalAirportFor
Indicates that an airport serves as a primary or significant air travel hub for a particular region.
-
D.
airportServesAs
chosen
Indicates that an airport functions in a particular role or capacity (such as primary, secondary, or hub) for a specified area, organization, or service.
-
E.
secondaryHubOfAirline
Indicates that an airport serves as a secondary operational hub for a particular airline, supporting but not replacing its primary hub activities.
- F. None of above.
Provenance (4 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91a83012c81908d04bbab5fdcd8c2 |
completed | April 10, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a88b8748190a6c95e143f370010 |
completed | May 2, 2026, 2:30 p.m. |
| PD | Predicate disambiguation | batch_69d91510a258819090ef8fbdc2d8707b |
completed | April 10, 2026, 3:19 p.m. |
Created at: April 8, 2026, 9:50 p.m.