Triple
T9380956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glasgow Central and Queen Street |
E225779
|
entity |
| Predicate | fareGroupCode |
P88624
|
FINISHED |
| Object |
GLASGOW CTL & QST
GLASGOW CTL & QST is a UK rail fares group that combines Glasgow Central and Glasgow Queen Street stations for ticketing and pricing purposes.
|
E794933
|
NE FINISHED |
How this triple was built (5 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 CTL & QST | Statement: [Glasgow Central and Queen Street, fareGroupCode, GLASGOW CTL & QST]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GLASGOW CTL & QST Context triple: [Glasgow Central and Queen Street, fareGroupCode, GLASGOW CTL & QST]
-
A.
Glasgow Prestwick Airport
Glasgow Prestwick Airport is an international airport in South Ayrshire, Scotland, serving the Greater Glasgow area and known for its transatlantic history and low-cost airline operations.
-
B.
Barra–Glasgow
Barra–Glasgow is a regional flight route in Scotland connecting the island of Barra’s unique beach-runway airport with the city of Glasgow.
-
C.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global flights.
-
D.
Glasgow and Greenock
Glasgow and Greenock are two towns in western Scotland historically linked by major transport routes and maritime trade along the River Clyde.
-
E.
Finnieston
Finnieston is a vibrant district in Glasgow, Scotland, known for its bars, restaurants, and proximity to major event venues along the River Clyde.
- 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 CTL & QST Triple: [Glasgow Central and Queen Street, fareGroupCode, GLASGOW CTL & QST]
Generated description
GLASGOW CTL & QST is a UK rail fares group that combines Glasgow Central and Glasgow Queen Street stations for ticketing and pricing purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GLASGOW CTL & QST Target entity description: GLASGOW CTL & QST is a UK rail fares group that combines Glasgow Central and Glasgow Queen Street stations for ticketing and pricing purposes.
-
A.
Glasgow Prestwick Airport
Glasgow Prestwick Airport is an international airport in South Ayrshire, Scotland, serving the Greater Glasgow area and known for its transatlantic history and low-cost airline operations.
-
B.
Barra–Glasgow
Barra–Glasgow is a regional flight route in Scotland connecting the island of Barra’s unique beach-runway airport with the city of Glasgow.
-
C.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global flights.
-
D.
Glasgow and Greenock
Glasgow and Greenock are two towns in western Scotland historically linked by major transport routes and maritime trade along the River Clyde.
-
E.
Finnieston
Finnieston is a vibrant district in Glasgow, Scotland, known for its bars, restaurants, and proximity to major event venues along the River Clyde.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: fareGroupCode Context triple: [Glasgow Central and Queen Street, fareGroupCode, GLASGOW CTL & QST]
-
A.
fareCodeLabel
Indicates the specific fare category or pricing code assigned to a ticket, expressed as a human-readable label.
-
B.
fareDiscount
Indicates that a reduced price is applied to a standard fare for a product or service.
-
C.
fareType
Indicates the category or class of fare (such as standard, discounted, or promotional) that applies to a given trip, ticket, or pricing instance.
-
D.
fareCollectionType
Indicates the method or system used to collect fares or payments for a service.
-
E.
fareAppliesTo
Indicates that a specific fare is applicable to a particular trip, service, passenger category, or travel condition.
- F. None of above. chosen
Provenance (7 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_69cd50bc94108190a1b8146a78166009 |
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. |
| PD | Predicate disambiguation | batch_69cca53bd6ec81909bf403ce304e5c08 |
completed | April 1, 2026, 4:55 a.m. |
| PDg | Predicate description generation | batch_69cca89b3368819087a3d69270c1f185 |
completed | April 1, 2026, 5:09 a.m. |
Created at: March 30, 2026, 7:44 p.m.