Triple
T4308207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esken Limited |
E94008
|
entity |
| Predicate | hasBusinessSegment |
P1670
|
FINISHED |
| Object |
Esken Aviation
Esken Aviation is the aviation-focused business segment of Esken Limited, involved in airport operations and related aviation services.
|
E429253
|
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: Esken Aviation | Statement: [Esken Limited, hasBusinessSegment, Esken Aviation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esken Aviation Context triple: [Esken Limited, hasBusinessSegment, Esken Aviation]
-
A.
Tarco Aviation
Tarco Aviation is a Sudanese airline that operates passenger and cargo flights, primarily within Sudan and to regional destinations in Africa and the Middle East.
-
B.
Patria Aviation
Patria Aviation is an aerospace company specializing in aircraft maintenance, modification, and training services, operating as a key aviation-focused subsidiary of the Finnish defense and technology group Patria.
-
C.
Peach Aviation
Peach Aviation is a Japanese low-cost airline based in Osaka that operates domestic and international flights primarily across East Asia.
-
D.
Huff-Daland Aero Corporation
Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
-
E.
Folland Aircraft
Folland Aircraft was a British aircraft manufacturer best known for producing light fighter and trainer aircraft in the post-World War II era.
- 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: Esken Aviation Triple: [Esken Limited, hasBusinessSegment, Esken Aviation]
Generated description
Esken Aviation is the aviation-focused business segment of Esken Limited, involved in airport operations and related aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Esken Aviation Target entity description: Esken Aviation is the aviation-focused business segment of Esken Limited, involved in airport operations and related aviation services.
-
A.
Tarco Aviation
Tarco Aviation is a Sudanese airline that operates passenger and cargo flights, primarily within Sudan and to regional destinations in Africa and the Middle East.
-
B.
Patria Aviation
Patria Aviation is an aerospace company specializing in aircraft maintenance, modification, and training services, operating as a key aviation-focused subsidiary of the Finnish defense and technology group Patria.
-
C.
Peach Aviation
Peach Aviation is a Japanese low-cost airline based in Osaka that operates domestic and international flights primarily across East Asia.
-
D.
Huff-Daland Aero Corporation
Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
-
E.
Folland Aircraft
Folland Aircraft was a British aircraft manufacturer best known for producing light fighter and trainer aircraft in the post-World War II era.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d2af088190ad7cb035d6e0f8c2 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c756809c8190af90c91ec7883e55 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c804f3f881908dd2d020d07c4859 |
completed | March 14, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c84e48b8819080571f995d8baf13 |
completed | March 14, 2026, 8:42 p.m. |
Created at: March 12, 2026, 11:11 p.m.