Triple
T1534035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle East Airlines |
E32509
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Middle East Airlines Ground Handling
Middle East Airlines Ground Handling is a subsidiary company that provides airport ground handling and related support services for Middle East Airlines and other carriers.
|
E174890
|
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: Middle East Airlines Ground Handling | Statement: [Middle East Airlines, hasSubsidiary, Middle East Airlines Ground Handling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middle East Airlines Ground Handling Context triple: [Middle East Airlines, hasSubsidiary, Middle East Airlines Ground Handling]
-
A.
Tunisair Handling
Tunisair Handling is a ground handling services company that manages airport operations such as baggage, ramp, and passenger services, primarily for Tunisair and other airlines in Tunisia.
-
B.
Arab Civil Aviation Commission
The Arab Civil Aviation Commission is a specialized regional body that coordinates and develops civil aviation policies, standards, and cooperation among member states of the Arab League.
-
C.
Middle East Airlines
Middle East Airlines is the national flag carrier of Lebanon, operating regional and international flights primarily from its hub at Beirut–Rafic Hariri International Airport.
-
D.
Arab Air Carriers Organization
The Arab Air Carriers Organization is a regional association of Arab airlines that promotes cooperation, coordination, and development among its member carriers across the Arab world.
-
E.
Egyptian Holding Company for Airports and Air Navigation
The Egyptian Holding Company for Airports and Air Navigation is a state-owned enterprise responsible for managing and operating Egypt’s civil airports and air navigation services.
- 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: Middle East Airlines Ground Handling Triple: [Middle East Airlines, hasSubsidiary, Middle East Airlines Ground Handling]
Generated description
Middle East Airlines Ground Handling is a subsidiary company that provides airport ground handling and related support services for Middle East Airlines and other carriers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middle East Airlines Ground Handling Target entity description: Middle East Airlines Ground Handling is a subsidiary company that provides airport ground handling and related support services for Middle East Airlines and other carriers.
-
A.
Tunisair Handling
Tunisair Handling is a ground handling services company that manages airport operations such as baggage, ramp, and passenger services, primarily for Tunisair and other airlines in Tunisia.
-
B.
Arab Civil Aviation Commission
The Arab Civil Aviation Commission is a specialized regional body that coordinates and develops civil aviation policies, standards, and cooperation among member states of the Arab League.
-
C.
Middle East Airlines
Middle East Airlines is the national flag carrier of Lebanon, operating regional and international flights primarily from its hub at Beirut–Rafic Hariri International Airport.
-
D.
Arab Air Carriers Organization
The Arab Air Carriers Organization is a regional association of Arab airlines that promotes cooperation, coordination, and development among its member carriers across the Arab world.
-
E.
Egyptian Holding Company for Airports and Air Navigation
The Egyptian Holding Company for Airports and Air Navigation is a state-owned enterprise responsible for managing and operating Egypt’s civil airports and air navigation services.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61f8df00819086f34847e2170e12 |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad295a03d881909071fb437c2d19ba |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a1957e481908b07d3f4df75fbfe |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2b2929348190ac35ff8d405894d6 |
completed | March 8, 2026, 7:54 a.m. |
Created at: March 4, 2026, 7:26 p.m.