Triple
T7114635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sofia Airport |
E165787
|
entity |
| Predicate | hubFor |
P423
|
FINISHED |
| Object |
Bulgaria Air
Bulgaria Air is the national flag carrier airline of Bulgaria, operating domestic and international flights across Europe and the Middle East.
|
E641767
|
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: Bulgaria Air | Statement: [Sofia Airport, hubFor, Bulgaria Air]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bulgaria Air Context triple: [Sofia Airport, hubFor, Bulgaria Air]
-
A.
Balkan Bulgarian Airlines
Balkan Bulgarian Airlines was the former national flag carrier of Bulgaria, operating international and domestic flights primarily during the socialist era until its dissolution in the early 2000s.
-
B.
Hunnu Air
Hunnu Air is a Mongolian airline that operates domestic and regional international flights, primarily serving as a key carrier based in Ulaanbaatar.
-
C.
Pegasus Airlines
Pegasus Airlines is a Turkish low-cost carrier based in Istanbul that operates an extensive network of domestic and international flights across Europe, the Middle East, and beyond.
-
D.
Georgian Airways
Georgian Airways is the flag carrier airline of Georgia, operating passenger flights primarily from its base in Tbilisi to destinations in Europe and the Middle East.
-
E.
TAROM
TAROM is the national flag carrier airline of Romania, operating domestic and international flights primarily from its hub in Bucharest.
- 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: Bulgaria Air Triple: [Sofia Airport, hubFor, Bulgaria Air]
Generated description
Bulgaria Air is the national flag carrier airline of Bulgaria, operating domestic and international flights across Europe and the Middle East.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bulgaria Air Target entity description: Bulgaria Air is the national flag carrier airline of Bulgaria, operating domestic and international flights across Europe and the Middle East.
-
A.
Balkan Bulgarian Airlines
Balkan Bulgarian Airlines was the former national flag carrier of Bulgaria, operating international and domestic flights primarily during the socialist era until its dissolution in the early 2000s.
-
B.
Hunnu Air
Hunnu Air is a Mongolian airline that operates domestic and regional international flights, primarily serving as a key carrier based in Ulaanbaatar.
-
C.
Pegasus Airlines
Pegasus Airlines is a Turkish low-cost carrier based in Istanbul that operates an extensive network of domestic and international flights across Europe, the Middle East, and beyond.
-
D.
Georgian Airways
Georgian Airways is the flag carrier airline of Georgia, operating passenger flights primarily from its base in Tbilisi to destinations in Europe and the Middle East.
-
E.
TAROM
TAROM is the national flag carrier airline of Romania, operating domestic and international flights primarily from its hub in Bucharest.
- 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_69c6888227bc8190a1394679e3116f90 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5f0dab8819092103aefcaa1f9c2 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbfc7a08190ab07f3d65aa79f16 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d0215888190b0e59c2584358a05 |
completed | March 28, 2026, 9:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79d63b6dc8190b3b52ef6566ba490 |
completed | March 28, 2026, 9:20 a.m. |
Created at: March 27, 2026, 2:43 p.m.