Triple
T22789018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston (new town) |
E564054
|
entity |
| Predicate | hasBusInterchange |
P2423
|
FINISHED |
| Object |
Livingston bus terminal
Livingston bus terminal is the main public transport hub in the Scottish new town of Livingston, providing bus connections within the town and to surrounding areas.
|
E1554608
|
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: Livingston bus terminal | Statement: [Livingston (new town), hasBusInterchange, Livingston bus terminal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingston bus terminal Context triple: [Livingston (new town), hasBusInterchange, Livingston bus terminal]
-
A.
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.
-
B.
Meadowhall bus station
Meadowhall bus station is a major public transport interchange in Sheffield, England, serving buses that connect to the Meadowhall shopping centre and surrounding areas.
-
C.
Vauxhall bus station
Vauxhall bus station is a major London transport hub featuring distinctive modern architecture and providing extensive bus connections alongside the nearby rail and Underground services.
-
D.
Govan bus station
Govan bus station is a public transport hub in the Govan area of Glasgow, Scotland, providing local and regional bus services and interchange with the nearby subway.
-
E.
Blackwood Bus Station
Blackwood Bus Station is the main public transport hub in the town of Blackwood, Wales, providing local and regional bus services for commuters and visitors.
- 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: Livingston bus terminal Triple: [Livingston (new town), hasBusInterchange, Livingston bus terminal]
Generated description
Livingston bus terminal is the main public transport hub in the Scottish new town of Livingston, providing bus connections within the town and to surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livingston bus terminal Target entity description: Livingston bus terminal is the main public transport hub in the Scottish new town of Livingston, providing bus connections within the town and to surrounding areas.
-
A.
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.
-
B.
Meadowhall bus station
Meadowhall bus station is a major public transport interchange in Sheffield, England, serving buses that connect to the Meadowhall shopping centre and surrounding areas.
-
C.
Vauxhall bus station
Vauxhall bus station is a major London transport hub featuring distinctive modern architecture and providing extensive bus connections alongside the nearby rail and Underground services.
-
D.
Govan bus station
Govan bus station is a public transport hub in the Govan area of Glasgow, Scotland, providing local and regional bus services and interchange with the nearby subway.
-
E.
Blackwood Bus Station
Blackwood Bus Station is the main public transport hub in the town of Blackwood, Wales, providing local and regional bus services for commuters and visitors.
- 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_69e2455500788190b4b33030461f3bbd |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17c33be7c8190ad22391a85fa000d |
completed | April 29, 2026, 3:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e905b148190b319d88ca3e7ca8e |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0b9f0e73048190ac2e1ad53912dde5 |
completed | May 18, 2026, 11:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b9ff292b88190b1f318a8a801fbd1 |
completed | May 18, 2026, 11:25 p.m. |
Created at: April 17, 2026, 3:29 p.m.