Triple
T3617400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cardiff Airport |
E76635
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Cardiff Airport Ltd
Cardiff Airport Ltd is the company responsible for managing and operating Cardiff Airport in Wales.
|
E76635
|
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: Cardiff Airport Ltd | Statement: [Cardiff Airport, operator, Cardiff Airport Ltd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cardiff Airport Ltd Context triple: [Cardiff Airport, operator, Cardiff Airport Ltd]
-
A.
Bristol Airport Limited
Bristol Airport Limited is the company responsible for managing and operating Bristol Airport in the United Kingdom.
-
B.
Manchester Airports Group
Manchester Airports Group is a leading UK-based airport operator that owns and manages several major airports, including Manchester, London Stansted, and East Midlands.
-
C.
Cardiff Airport
Cardiff Airport is the main international airport serving Cardiff and the wider South Wales region, offering domestic and overseas flights.
-
D.
Birmingham Airport Holdings Limited
Birmingham Airport Holdings Limited is the company that owns and operates Birmingham Airport in the United Kingdom.
-
E.
Capital Airport Group
Capital Airport Group is an Australian private airport investment and management company best known for owning and operating Canberra Airport.
- 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: Cardiff Airport Ltd Triple: [Cardiff Airport, operator, Cardiff Airport Ltd]
Generated description
Cardiff Airport Ltd is the company responsible for managing and operating Cardiff Airport in Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cardiff Airport Ltd Target entity description: Cardiff Airport Ltd is the company responsible for managing and operating Cardiff Airport in Wales.
-
A.
Bristol Airport Limited
Bristol Airport Limited is the company responsible for managing and operating Bristol Airport in the United Kingdom.
-
B.
Manchester Airports Group
Manchester Airports Group is a leading UK-based airport operator that owns and manages several major airports, including Manchester, London Stansted, and East Midlands.
-
C.
Cardiff Airport
chosen
Cardiff Airport is the main international airport serving Cardiff and the wider South Wales region, offering domestic and overseas flights.
-
D.
Birmingham Airport Holdings Limited
Birmingham Airport Holdings Limited is the company that owns and operates Birmingham Airport in the United Kingdom.
-
E.
Capital Airport Group
Capital Airport Group is an Australian private airport investment and management company best known for owning and operating Canberra Airport.
- F. None of above.
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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc27dd030819083d34fee0c06612a |
completed | March 8, 2026, 6:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4331a82688190add137b1f68c955e |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b438135e8c81909c56e1c04499268b |
completed | March 13, 2026, 4:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4388a1ecc81908e1de9f8bcfc008d |
completed | March 13, 2026, 4:17 p.m. |
Created at: March 8, 2026, 3:23 p.m.