Triple
T4331974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glasgow–Barra beach landing route |
E96772
|
entity |
| Predicate | operatingRegion |
P285
|
FINISHED |
| Object |
Inner and Outer Hebrides air network
The Inner and Outer Hebrides air network is a regional flight system linking Scotland’s remote Hebridean islands with the mainland, known for its unique short-runway and beach-landing services.
|
E431107
|
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: Inner and Outer Hebrides air network | Statement: [Glasgow–Barra beach landing route, operatingRegion, Inner and Outer Hebrides air network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inner and Outer Hebrides air network Context triple: [Glasgow–Barra beach landing route, operatingRegion, Inner and Outer Hebrides air network]
-
A.
Loganair
Loganair is a Scottish regional airline that operates domestic and short-haul international flights across the United Kingdom and nearby destinations.
-
B.
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.
-
C.
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.
-
D.
Flynas
Flynas is a Saudi low-cost airline based in Riyadh that operates domestic and regional flights across the Middle East and beyond.
-
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: Inner and Outer Hebrides air network Triple: [Glasgow–Barra beach landing route, operatingRegion, Inner and Outer Hebrides air network]
Generated description
The Inner and Outer Hebrides air network is a regional flight system linking Scotland’s remote Hebridean islands with the mainland, known for its unique short-runway and beach-landing services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inner and Outer Hebrides air network Target entity description: The Inner and Outer Hebrides air network is a regional flight system linking Scotland’s remote Hebridean islands with the mainland, known for its unique short-runway and beach-landing services.
-
A.
Loganair
Loganair is a Scottish regional airline that operates domestic and short-haul international flights across the United Kingdom and nearby destinations.
-
B.
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.
-
C.
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.
-
D.
Flynas
Flynas is a Saudi low-cost airline based in Riyadh that operates domestic and regional flights across the Middle East and beyond.
-
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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3514dc588819086a4c6d585c1b5b1 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0a307388190af4cb98b03e9656d |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d12a54e0819081379fd1ee85914b |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.