Triple
T4173672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Argyll and Bute |
E86423
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Oban Airport
Oban Airport is a small regional airport in Scotland that serves the town of Oban and the surrounding Argyll and Bute area with mainly domestic and island flights.
|
E418403
|
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: Oban Airport | Statement: [Argyll and Bute, hasAirport, Oban Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oban Airport Context triple: [Argyll and Bute, hasAirport, Oban Airport]
-
A.
Stornoway Airport
Stornoway Airport is a regional airport on the Isle of Lewis in Scotland’s Outer Hebrides, providing vital domestic connections and serving as a key transport hub for the Western Isles.
-
B.
Benbecula Airport
Benbecula Airport is a small regional airport in Scotland’s Outer Hebrides that provides vital air links for local communities and is primarily served by Loganair.
-
C.
Islay Airport
Islay Airport is a small regional airport on the Scottish island of Islay that provides domestic flights and connects the island to mainland Scotland.
-
D.
Tiree Airport
Tiree Airport is a small regional airport on the Isle of Tiree in Scotland’s Inner Hebrides, providing vital air links between the island and the Scottish mainland.
-
E.
Kirkwall Airport
Kirkwall Airport is a regional airport in Orkney, Scotland, serving as a key hub for inter-island and mainland flights.
- 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: Oban Airport Triple: [Argyll and Bute, hasAirport, Oban Airport]
Generated description
Oban Airport is a small regional airport in Scotland that serves the town of Oban and the surrounding Argyll and Bute area with mainly domestic and island flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oban Airport Target entity description: Oban Airport is a small regional airport in Scotland that serves the town of Oban and the surrounding Argyll and Bute area with mainly domestic and island flights.
-
A.
Stornoway Airport
Stornoway Airport is a regional airport on the Isle of Lewis in Scotland’s Outer Hebrides, providing vital domestic connections and serving as a key transport hub for the Western Isles.
-
B.
Benbecula Airport
Benbecula Airport is a small regional airport in Scotland’s Outer Hebrides that provides vital air links for local communities and is primarily served by Loganair.
-
C.
Islay Airport
Islay Airport is a small regional airport on the Scottish island of Islay that provides domestic flights and connects the island to mainland Scotland.
-
D.
Tiree Airport
Tiree Airport is a small regional airport on the Isle of Tiree in Scotland’s Inner Hebrides, providing vital air links between the island and the Scottish mainland.
-
E.
Kirkwall Airport
Kirkwall Airport is a regional airport in Orkney, Scotland, serving as a key hub for inter-island and mainland flights.
- 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02e7d30081909774a3e2a2132d6a |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f5428a0819082aaea8950a7c039 |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b5800ab42c8190a1bc6f84db38f170 |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5843d6ac88190804242661d077546 |
completed | March 14, 2026, 3:52 p.m. |
Created at: March 9, 2026, 3:45 p.m.