Triple
T7787568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frinton-on-Sea |
E187285
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Frinton-on-Sea railway station
Frinton-on-Sea railway station is a coastal rail station in Essex, England, serving the seaside town of Frinton-on-Sea on the Walton branch of the Sunshine Coast Line.
|
E692883
|
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: Frinton-on-Sea railway station | Statement: [Frinton-on-Sea, hasTransport, Frinton-on-Sea railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frinton-on-Sea railway station Context triple: [Frinton-on-Sea, hasTransport, Frinton-on-Sea railway station]
-
A.
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.
-
B.
Seaford railway station
Seaford railway station is a suburban train station serving the coastal town of Seaford in East Sussex, England, as the terminus of a branch line.
-
C.
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.
-
D.
Neston railway station
Neston railway station is a small passenger rail stop in Neston, Cheshire, England, serving local services on the Borderlands Line between Wrexham and Bidston.
-
E.
Felixstowe railway station
Felixstowe railway station is a coastal terminus on the Felixstowe Branch Line serving the seaside town of Felixstowe in Suffolk, England.
- 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: Frinton-on-Sea railway station Triple: [Frinton-on-Sea, hasTransport, Frinton-on-Sea railway station]
Generated description
Frinton-on-Sea railway station is a coastal rail station in Essex, England, serving the seaside town of Frinton-on-Sea on the Walton branch of the Sunshine Coast Line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frinton-on-Sea railway station Target entity description: Frinton-on-Sea railway station is a coastal rail station in Essex, England, serving the seaside town of Frinton-on-Sea on the Walton branch of the Sunshine Coast Line.
-
A.
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.
-
B.
Seaford railway station
Seaford railway station is a suburban train station serving the coastal town of Seaford in East Sussex, England, as the terminus of a branch line.
-
C.
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.
-
D.
Neston railway station
Neston railway station is a small passenger rail stop in Neston, Cheshire, England, serving local services on the Borderlands Line between Wrexham and Bidston.
-
E.
Felixstowe railway station
Felixstowe railway station is a coastal terminus on the Felixstowe Branch Line serving the seaside town of Felixstowe in Suffolk, England.
- 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_69ca82af2d2c8190963861f5e0b8bf21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cae7e779ec8190b77296d9c2ac3210 |
completed | March 30, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf61f77808190a5a1814fe1cb7ae1 |
completed | March 30, 2026, 10:15 p.m. |
| NEDg | Description generation | batch_69caf81ff934819094f8089b0bd8dde7 |
completed | March 30, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cafa512e748190a52fe462d3d59f06 |
completed | March 30, 2026, 10:33 p.m. |
Created at: March 30, 2026, 4:24 p.m.