Triple
T2229984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Airways |
E48741
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
SAA Technical
SAA Technical is the maintenance, repair, and overhaul (MRO) division that provides aircraft engineering and technical services for South African Airways and other airlines.
|
E245439
|
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: SAA Technical | Statement: [South African Airways, hasSubsidiary, SAA Technical]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SAA Technical Context triple: [South African Airways, hasSubsidiary, SAA Technical]
-
A.
SVA
SVA is the ICAO airline designator used to identify Saudia, the flag carrier airline of Saudi Arabia, in international aviation operations.
-
B.
SA-08
SA-08 is the ISO 3166-2 subdivision code assigned to Saudi Arabia’s Northern Borders Region.
-
C.
Advisory Technical Committee
The Advisory Technical Committee is a high-level expert body that supports the European Systemic Risk Board by providing technical analysis and advice on macroprudential and financial stability issues in the EU.
-
D.
SA2
SA2 is a 3GPP working group responsible for defining the overall system architecture and functional specifications of mobile communication networks.
-
E.
SA3
SA3 is the 3GPP security working group responsible for specifying and evolving security architecture and mechanisms across mobile communication standards.
- 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: SAA Technical Triple: [South African Airways, hasSubsidiary, SAA Technical]
Generated description
SAA Technical is the maintenance, repair, and overhaul (MRO) division that provides aircraft engineering and technical services for South African Airways and other airlines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SAA Technical Target entity description: SAA Technical is the maintenance, repair, and overhaul (MRO) division that provides aircraft engineering and technical services for South African Airways and other airlines.
-
A.
SVA
SVA is the ICAO airline designator used to identify Saudia, the flag carrier airline of Saudi Arabia, in international aviation operations.
-
B.
SA-08
SA-08 is the ISO 3166-2 subdivision code assigned to Saudi Arabia’s Northern Borders Region.
-
C.
Advisory Technical Committee
The Advisory Technical Committee is a high-level expert body that supports the European Systemic Risk Board by providing technical analysis and advice on macroprudential and financial stability issues in the EU.
-
D.
SA2
SA2 is a 3GPP working group responsible for defining the overall system architecture and functional specifications of mobile communication networks.
-
E.
SA3
SA3 is the 3GPP security working group responsible for specifying and evolving security architecture and mechanisms across mobile communication standards.
- 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_69a88aa51b388190949868ec9766e587 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc069e0ac8190bcda8cba9f5c7a5d |
completed | March 7, 2026, 6:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae656a1f788190a08c3283bfedb6f4 |
completed | March 9, 2026, 6:15 a.m. |
| NEDg | Description generation | batch_69ae65d4f26481909808c97b95ca9b30 |
completed | March 9, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6670b6d88190a09023fae63f4000 |
completed | March 9, 2026, 6:19 a.m. |
Created at: March 4, 2026, 7:47 p.m.