Triple
T971027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester–Preston line |
E20944
|
entity |
| Predicate | servesStation |
P839
|
FINISHED |
| Object |
Buckshaw Parkway railway station
Buckshaw Parkway railway station is a modern commuter rail station in Buckshaw Village, Lancashire, providing regional services between Manchester and Preston.
|
E115035
|
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: Buckshaw Parkway railway station | Statement: [Manchester–Preston line, servesStation, Buckshaw Parkway railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buckshaw Parkway railway station Context triple: [Manchester–Preston line, servesStation, Buckshaw Parkway railway station]
-
A.
Oxford Parkway railway station
Oxford Parkway railway station is a modern rail station serving the northern outskirts of Oxford, England, providing regional and commuter connections including services toward London.
-
B.
Bristol Parkway railway station
Bristol Parkway railway station is a major suburban rail hub in the northern outskirts of Bristol, England, providing high-speed and regional services on the Great Western Main Line.
-
C.
Woodland station
Woodland station is a light rail stop on Boston’s MBTA Green Line D branch serving the Newton area.
-
D.
High Brooms railway station
High Brooms railway station is a suburban rail stop serving the High Brooms area of Royal Tunbridge Wells in Kent, England, on the Hastings line.
-
E.
Bagshot railway station
Bagshot railway station is a small commuter rail station in Bagshot, Surrey, England, served by South Western Railway services on the Ascot–Guildford line.
- 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: Buckshaw Parkway railway station Triple: [Manchester–Preston line, servesStation, Buckshaw Parkway railway station]
Generated description
Buckshaw Parkway railway station is a modern commuter rail station in Buckshaw Village, Lancashire, providing regional services between Manchester and Preston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buckshaw Parkway railway station Target entity description: Buckshaw Parkway railway station is a modern commuter rail station in Buckshaw Village, Lancashire, providing regional services between Manchester and Preston.
-
A.
Oxford Parkway railway station
Oxford Parkway railway station is a modern rail station serving the northern outskirts of Oxford, England, providing regional and commuter connections including services toward London.
-
B.
Bristol Parkway railway station
Bristol Parkway railway station is a major suburban rail hub in the northern outskirts of Bristol, England, providing high-speed and regional services on the Great Western Main Line.
-
C.
Woodland station
Woodland station is a light rail stop on Boston’s MBTA Green Line D branch serving the Newton area.
-
D.
High Brooms railway station
High Brooms railway station is a suburban rail stop serving the High Brooms area of Royal Tunbridge Wells in Kent, England, on the Hastings line.
-
E.
Bagshot railway station
Bagshot railway station is a small commuter rail station in Bagshot, Surrey, England, served by South Western Railway services on the Ascot–Guildford line.
- 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_69a493b33d2c81909c52c369d3ca8436 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b44aa6088190a90c44a8f694ec41 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1707339081909c69c7c613eed383 |
completed | March 7, 2026, 12:16 p.m. |
| NEDg | Description generation | batch_69ac1841a6188190bca3ab98eb169d47 |
completed | March 7, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac18afee148190ac7431327588c31b |
completed | March 7, 2026, 12:23 p.m. |
Created at: March 1, 2026, 7:40 p.m.