Triple
T16312826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hughenden |
E396099
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Hughenden Airport
Hughenden Airport is a small regional airfield serving the town of Hughenden in Queensland, Australia, primarily handling general aviation and limited commercial services.
|
E1206393
|
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: Hughenden Airport | Statement: [Hughenden, hasAirport, Hughenden Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hughenden Airport Context triple: [Hughenden, hasAirport, Hughenden Airport]
-
A.
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.
-
B.
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.
-
C.
Southdowns Airport
Southdowns Airport is a small regional airport serving the city of Kitwe in Zambia’s Copperbelt Province.
-
D.
Hawarden Airport
Hawarden Airport is a regional airport in Flintshire, Wales, primarily serving general aviation and Airbus manufacturing operations.
-
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. 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: Hughenden Airport Triple: [Hughenden, hasAirport, Hughenden Airport]
Generated description
Hughenden Airport is a small regional airfield serving the town of Hughenden in Queensland, Australia, primarily handling general aviation and limited commercial services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hughenden Airport Target entity description: Hughenden Airport is a small regional airfield serving the town of Hughenden in Queensland, Australia, primarily handling general aviation and limited commercial services.
-
A.
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.
-
B.
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.
-
C.
Southdowns Airport
Southdowns Airport is a small regional airport serving the city of Kitwe in Zambia’s Copperbelt Province.
-
D.
Hawarden Airport
Hawarden Airport is a regional airport in Flintshire, Wales, primarily serving general aviation and Airbus manufacturing operations.
-
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. 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa6ceb48190b937a15b94fd3cfa |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a00219696dc8190bcce66c1eeb07561 |
completed | May 10, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.