Triple
T4387152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macclesfield |
E99270
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Macclesfield railway station
Macclesfield railway station is a mainline railway station in Macclesfield, Cheshire, England, served by intercity and regional services on the West Coast Main Line.
|
E435099
|
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: Macclesfield railway station | Statement: [Macclesfield, hasRailwayStation, Macclesfield railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macclesfield railway station Context triple: [Macclesfield, hasRailwayStation, Macclesfield railway station]
-
A.
Wilmslow railway station
Wilmslow railway station is a key railway stop in Cheshire, England, providing regional and long-distance services on the West Coast Main Line.
-
B.
Mossley railway station
Mossley railway station is a local rail stop in Mossley, Greater Manchester, England, providing regional passenger services on the Huddersfield Line between Manchester and Yorkshire.
-
C.
Trafford Park railway station
Trafford Park railway station is a suburban rail stop in Greater Manchester, England, serving the Trafford Park area on the regional network.
-
D.
Stalybridge railway station
Stalybridge railway station is a passenger rail station in Stalybridge, Greater Manchester, England, serving as a key stop on routes between Manchester, Huddersfield, and beyond.
-
E.
Newton-le-Willows railway station
Newton-le-Willows railway station is a historic rail station in Merseyside, England, serving the town of Newton-le-Willows on the Liverpool–Manchester 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: Macclesfield railway station Triple: [Macclesfield, hasRailwayStation, Macclesfield railway station]
Generated description
Macclesfield railway station is a mainline railway station in Macclesfield, Cheshire, England, served by intercity and regional services on the West Coast Main Line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macclesfield railway station Target entity description: Macclesfield railway station is a mainline railway station in Macclesfield, Cheshire, England, served by intercity and regional services on the West Coast Main Line.
-
A.
Wilmslow railway station
Wilmslow railway station is a key railway stop in Cheshire, England, providing regional and long-distance services on the West Coast Main Line.
-
B.
Mossley railway station
Mossley railway station is a local rail stop in Mossley, Greater Manchester, England, providing regional passenger services on the Huddersfield Line between Manchester and Yorkshire.
-
C.
Trafford Park railway station
Trafford Park railway station is a suburban rail stop in Greater Manchester, England, serving the Trafford Park area on the regional network.
-
D.
Stalybridge railway station
Stalybridge railway station is a passenger rail station in Stalybridge, Greater Manchester, England, serving as a key stop on routes between Manchester, Huddersfield, and beyond.
-
E.
Newton-le-Willows railway station
Newton-le-Willows railway station is a historic rail station in Merseyside, England, serving the town of Newton-le-Willows on the Liverpool–Manchester 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352804be88190ab188ac0dde1ac1e |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52a0488819081fe724d592d8fdf |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e619964081908193b4b40a940336 |
completed | March 14, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e681fa5c819084ec0e9092275754 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:19 p.m.