Triple
T17372399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Staffordshire Railway |
E422348
|
entity |
| Predicate | hasMainStation |
P1071
|
FINISHED |
| Object |
Kings Bromley railway station
Kings Bromley railway station was a former rural station in Staffordshire, England, that once served the North Staffordshire Railway network.
|
E1265434
|
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: Kings Bromley railway station | Statement: [North Staffordshire Railway, hasMainStation, Kings Bromley railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kings Bromley railway station Context triple: [North Staffordshire Railway, hasMainStation, Kings Bromley railway station]
-
A.
Bromley South railway station
Bromley South railway station is a major commuter rail hub in the London Borough of Bromley, providing frequent services to central London and destinations in southeast England.
-
B.
Bromley North railway station
Bromley North railway station is a suburban railway terminus in the London Borough of Bromley, providing local commuter services into central London.
-
C.
Bromley Cross railway station
Bromley Cross railway station is a suburban rail stop in the Bromley Cross area of Bolton, Greater Manchester, providing local and regional services on the route between Manchester and Clitheroe.
-
D.
Brockley station
Brockley station is a railway station in the London Borough of Lewisham served by both London Overground and National Rail services.
-
E.
Bexley railway station
Bexley railway station is a suburban rail station in the London Borough of Bexley, providing commuter services on the North Kent Line in southeast London.
- 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: Kings Bromley railway station Triple: [North Staffordshire Railway, hasMainStation, Kings Bromley railway station]
Generated description
Kings Bromley railway station was a former rural station in Staffordshire, England, that once served the North Staffordshire Railway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kings Bromley railway station Target entity description: Kings Bromley railway station was a former rural station in Staffordshire, England, that once served the North Staffordshire Railway network.
-
A.
Bromley South railway station
Bromley South railway station is a major commuter rail hub in the London Borough of Bromley, providing frequent services to central London and destinations in southeast England.
-
B.
Bromley North railway station
Bromley North railway station is a suburban railway terminus in the London Borough of Bromley, providing local commuter services into central London.
-
C.
Bromley Cross railway station
Bromley Cross railway station is a suburban rail stop in the Bromley Cross area of Bolton, Greater Manchester, providing local and regional services on the route between Manchester and Clitheroe.
-
D.
Brockley station
Brockley station is a railway station in the London Borough of Lewisham served by both London Overground and National Rail services.
-
E.
Bexley railway station
Bexley railway station is a suburban rail station in the London Borough of Bexley, providing commuter services on the North Kent Line in southeast London.
- 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_69d889d6535c81908be333c01deaec4e |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a69d93c81908ce2d909857a3a11 |
completed | April 19, 2026, 2:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019568a27c8190af1bbe6db75f3e6f |
completed | May 11, 2026, 8:38 a.m. |
| NEDg | Description generation | batch_6a019b7b645c819087040b18ee447321 |
completed | May 11, 2026, 9:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a019c8392d8819098317ff88a5c6e06 |
completed | May 11, 2026, 9:08 a.m. |
Created at: April 10, 2026, 5:44 a.m.