Triple
T8946353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broughton, Wales |
E213229
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Hawarden Airport |
E648271
|
NE FINISHED |
How this triple was built (2 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: Hawarden Airport | Statement: [Broughton, Wales, hasTransportInfrastructure, Hawarden Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hawarden Airport Context triple: [Broughton, Wales, hasTransportInfrastructure, Hawarden Airport]
-
A.
Hawarden Airport
chosen
Hawarden Airport is a regional airport in Flintshire, Wales, primarily serving general aviation and Airbus manufacturing operations.
-
B.
Finningley Airport
Finningley Airport, now known as Doncaster Sheffield Airport, was a former Royal Air Force station in South Yorkshire, England that later operated as a civilian international airport.
-
C.
Elmdon Airport
Elmdon Airport was the original name of what is now Birmingham Airport, a major international airport serving Birmingham and the West Midlands in England.
-
D.
Wainwright Airport
Wainwright Airport is a public airport serving the community of Wainwright in northern Alaska, providing vital air transport links for passengers, cargo, and essential services.
-
E.
Cotswold Airport
Cotswold Airport is a former Royal Air Force airfield in Gloucestershire, England, now operating as a civilian airport and aviation business hub.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca839843408190a39069a029a89f15 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc66dd00c481908ff20fd66c1954cc |
completed | April 1, 2026, 12:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1fcb44481908324220aeba1f4e2 |
completed | April 3, 2026, 1:34 p.m. |
Created at: March 30, 2026, 6:59 p.m.