Triple
T10002713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birchington-on-Sea |
E197365
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Birchington-on-Sea railway station
Birchington-on-Sea railway station is a coastal railway stop in Kent, England, serving the village of Birchington-on-Sea with regional services on the Kent Coast Line.
|
E835794
|
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: Birchington-on-Sea railway station | Statement: [Birchington-on-Sea, hasTransport, Birchington-on-Sea railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birchington-on-Sea railway station Context triple: [Birchington-on-Sea, hasTransport, Birchington-on-Sea railway station]
-
A.
Severn Beach railway station
Severn Beach railway station is a coastal rail station in South Gloucestershire, England, serving the village of Severn Beach near the Severn Estuary.
-
B.
Durrington-on-Sea railway station
Durrington-on-Sea railway station is a coastal suburban rail stop serving the Durrington area of Worthing in West Sussex, England, on the West Coastway Line.
-
C.
Clacton-on-Sea railway station
Clacton-on-Sea railway station is the main rail terminus serving the seaside town of Clacton-on-Sea in Essex, England, providing passenger services to and from London and surrounding areas.
-
D.
Leigh-on-Sea railway station
Leigh-on-Sea railway station is a coastal rail station in Essex, England, serving the town of Leigh-on-Sea on the London, Tilbury and Southend line.
-
E.
Sheerness-on-Sea railway station
Sheerness-on-Sea railway station is a coastal railway station on the Isle of Sheppey in Kent, England, serving the town of Sheerness and providing connections to the mainland rail network.
- 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: Birchington-on-Sea railway station Triple: [Birchington-on-Sea, hasTransport, Birchington-on-Sea railway station]
Generated description
Birchington-on-Sea railway station is a coastal railway stop in Kent, England, serving the village of Birchington-on-Sea with regional services on the Kent Coast Line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birchington-on-Sea railway station Target entity description: Birchington-on-Sea railway station is a coastal railway stop in Kent, England, serving the village of Birchington-on-Sea with regional services on the Kent Coast Line.
-
A.
Severn Beach railway station
Severn Beach railway station is a coastal rail station in South Gloucestershire, England, serving the village of Severn Beach near the Severn Estuary.
-
B.
Durrington-on-Sea railway station
Durrington-on-Sea railway station is a coastal suburban rail stop serving the Durrington area of Worthing in West Sussex, England, on the West Coastway Line.
-
C.
Clacton-on-Sea railway station
Clacton-on-Sea railway station is the main rail terminus serving the seaside town of Clacton-on-Sea in Essex, England, providing passenger services to and from London and surrounding areas.
-
D.
Leigh-on-Sea railway station
Leigh-on-Sea railway station is a coastal rail station in Essex, England, serving the town of Leigh-on-Sea on the London, Tilbury and Southend line.
-
E.
Sheerness-on-Sea railway station
Sheerness-on-Sea railway station is a coastal railway station on the Isle of Sheppey in Kent, England, serving the town of Sheerness and providing connections to the mainland rail network.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcd12f6488190bd5257b5f65437cc |
completed | April 2, 2026, 1:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26a41e25881908c7d1e15daeffc44 |
completed | April 5, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69d26bd389c081909ca7b1c3144eb894 |
completed | April 5, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26c3d5f2081909bf1a1565b66eca9 |
completed | April 5, 2026, 2:05 p.m. |
Created at: March 30, 2026, 8:51 p.m.