Triple
T9381120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GLA |
E225784
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Glasgow Airport Express bus
The Glasgow Airport Express bus is a dedicated coach service providing fast, direct public transport between Glasgow Airport and Glasgow city centre.
|
E794938
|
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: Glasgow Airport Express bus | Statement: [GLA, hasTransportConnection, Glasgow Airport Express bus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glasgow Airport Express bus Context triple: [GLA, hasTransportConnection, Glasgow Airport Express bus]
-
A.
Glasgow city bus network
The Glasgow city bus network is an extensive public transportation system of routes and services that connect neighborhoods, suburbs, and key hubs throughout the city of Glasgow.
-
B.
Edinburgh Trams
Edinburgh Trams is a modern light rail system in Edinburgh, Scotland, providing urban and suburban passenger transport across the city.
-
C.
Buchanan Bus Station
Buchanan Bus Station is the main intercity and regional bus terminal in Glasgow, Scotland, serving as a major transport hub for the city and surrounding areas.
-
D.
Glasgow Subway
The Glasgow Subway is an underground rapid transit system serving the city of Glasgow, Scotland, and is one of the oldest metro systems in the world.
-
E.
Partick bus interchange
Partick bus interchange is a public transport hub in the Partick area of Glasgow, Scotland, providing coordinated bus connections with nearby rail and subway services.
- 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: Glasgow Airport Express bus Triple: [GLA, hasTransportConnection, Glasgow Airport Express bus]
Generated description
The Glasgow Airport Express bus is a dedicated coach service providing fast, direct public transport between Glasgow Airport and Glasgow city centre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glasgow Airport Express bus Target entity description: The Glasgow Airport Express bus is a dedicated coach service providing fast, direct public transport between Glasgow Airport and Glasgow city centre.
-
A.
Glasgow city bus network
The Glasgow city bus network is an extensive public transportation system of routes and services that connect neighborhoods, suburbs, and key hubs throughout the city of Glasgow.
-
B.
Edinburgh Trams
Edinburgh Trams is a modern light rail system in Edinburgh, Scotland, providing urban and suburban passenger transport across the city.
-
C.
Buchanan Bus Station
Buchanan Bus Station is the main intercity and regional bus terminal in Glasgow, Scotland, serving as a major transport hub for the city and surrounding areas.
-
D.
Glasgow Subway
The Glasgow Subway is an underground rapid transit system serving the city of Glasgow, Scotland, and is one of the oldest metro systems in the world.
-
E.
Partick bus interchange
Partick bus interchange is a public transport hub in the Partick area of Glasgow, Scotland, providing coordinated bus connections with nearby rail and subway services.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50be52248190bc7cd9deb95a1ef8 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f4311a548190885d82167199221b |
completed | April 4, 2026, 11:21 a.m. |
| NEDg | Description generation | batch_69d0f6a980608190833e5b4af44ccaff |
completed | April 4, 2026, 11:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f71c72c48190a2d87d262d3d7cb7 |
completed | April 4, 2026, 11:33 a.m. |
Created at: March 30, 2026, 7:44 p.m.