Triple
T7716141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MEA |
E174887
|
entity |
| Predicate | operatingAirlineHub |
P4364
|
FINISHED |
| Object | Beirut–Rafic Hariri International Airport |
E28506
|
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: Beirut–Rafic Hariri International Airport | Statement: [MEA, operatingAirlineHub, Beirut–Rafic Hariri International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut–Rafic Hariri International Airport Context triple: [MEA, operatingAirlineHub, Beirut–Rafic Hariri International Airport]
-
A.
Beirut–Rafic Hariri International Airport
chosen
Beirut–Rafic Hariri International Airport is Lebanon’s main international gateway, serving as the primary airport for Beirut and the country’s largest and busiest aviation hub.
-
B.
Bassel Al-Assad International Airport
Bassel Al-Assad International Airport is a major civilian and military airport in western Syria that serves the coastal city of Latakia and the surrounding region.
-
C.
Damascus International Airport
Damascus International Airport is the main international gateway serving Syria’s capital, handling the majority of the country’s international air traffic.
-
D.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
E.
Haifa Airport
Haifa Airport is a small international airport in northern Israel serving domestic flights and limited regional routes for the city of Haifa.
- 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: operatingAirlineHub Context triple: [MEA, operatingAirlineHub, Beirut–Rafic Hariri International Airport]
-
A.
airlineHub
chosen
Indicates that a particular location (typically an airport or city) serves as a central hub or primary operational base for an airline.
-
B.
operatorSecondaryHubAirportIATA
Indicates the IATA airport code of a secondary hub airport used by the operator.
-
C.
associatedAirlineHeadquarters
Indicates that an airline is connected to or based at a particular headquarters location.
-
D.
airportServesAs
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.
associatedAirportServes
Indicates that a given airport provides service to, or is used by, the associated entity (such as a city, region, or facility).
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ebb7448190ae8d47fe0cbb0907 |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b50cf3208190af9bb2d4126d381b |
completed | March 29, 2026, 5:13 a.m. |
| PD | Predicate disambiguation | batch_69c701683dec8190be9861e592aa8ce0 |
completed | March 27, 2026, 10:15 p.m. |
Created at: March 27, 2026, 4:04 p.m.