Triple
T23255358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maidstone East Line |
E581852
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
East Malling railway station
East Malling railway station is a small commuter rail stop in Kent, England, serving the village of East Malling with regular services to Maidstone and other destinations in the South East.
|
E1581414
|
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: East Malling railway station | Statement: [Maidstone East Line, hasStation, East Malling railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Malling railway station Context triple: [Maidstone East Line, hasStation, East Malling railway station]
-
A.
West Malling railway station
West Malling railway station is a commuter rail station in Kent, England, serving the town of West Malling and nearby developments such as Kings Hill with services on the Maidstone East Line.
-
B.
Maidstone East railway station
Maidstone East railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional and commuter services to London and other destinations.
-
C.
Maidstone West railway station
Maidstone West railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional passenger services.
-
D.
Melling railway station
Melling railway station is a suburban rail stop in Melling, New Zealand, serving as the terminus of the Melling Line in the Wellington commuter rail network.
-
E.
Maidstone Barracks railway station
Maidstone Barracks railway station is a small railway station in Maidstone, Kent, serving local and regional passenger services.
- 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: East Malling railway station Triple: [Maidstone East Line, hasStation, East Malling railway station]
Generated description
East Malling railway station is a small commuter rail stop in Kent, England, serving the village of East Malling with regular services to Maidstone and other destinations in the South East.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: East Malling railway station Target entity description: East Malling railway station is a small commuter rail stop in Kent, England, serving the village of East Malling with regular services to Maidstone and other destinations in the South East.
-
A.
West Malling railway station
West Malling railway station is a commuter rail station in Kent, England, serving the town of West Malling and nearby developments such as Kings Hill with services on the Maidstone East Line.
-
B.
Maidstone East railway station
Maidstone East railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional and commuter services to London and other destinations.
-
C.
Maidstone West railway station
Maidstone West railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional passenger services.
-
D.
Melling railway station
Melling railway station is a suburban rail stop in Melling, New Zealand, serving as the terminus of the Melling Line in the Wellington commuter rail network.
-
E.
Maidstone Barracks railway station
Maidstone Barracks railway station is a small railway station in Maidstone, Kent, serving local and regional passenger services.
- 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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193fadac881908579b5729718ee41 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c82e434819085e5842853ffcf57 |
completed | May 19, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a0c4ef9dcc48190b0c0ca52555f5490 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c506b25ec819084b9522fa827abe7 |
completed | May 19, 2026, 11:58 a.m. |
Created at: April 17, 2026, 4:11 p.m.