Triple
T5684379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berwick-upon-Tweed |
E125274
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Berwick-upon-Tweed railway station
Berwick-upon-Tweed railway station is a historic mainline railway station in Northumberland, England, serving the town of Berwick-upon-Tweed on the East Coast Main Line between England and Scotland.
|
E544797
|
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: Berwick-upon-Tweed railway station | Statement: [Berwick-upon-Tweed, hasRailwayStation, Berwick-upon-Tweed railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berwick-upon-Tweed railway station Context triple: [Berwick-upon-Tweed, hasRailwayStation, Berwick-upon-Tweed railway station]
-
A.
North Berwick railway station
North Berwick railway station is a key terminus on the North Berwick Line in East Lothian, Scotland, providing regular commuter rail services to and from Edinburgh.
-
B.
Wakefield station
Wakefield station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Wakefield, Massachusetts, serving the Haverhill Line north of Boston.
-
C.
Newcastle railway station
Newcastle railway station is a major historic rail hub in Newcastle upon Tyne, England, providing regional and long-distance train services across the UK.
-
D.
Hartlepool railway station
Hartlepool railway station is the main rail hub serving the town of Hartlepool in County Durham, England, providing regional and intercity connections along the Durham Coast Line.
-
E.
Durham railway station
Durham railway station is a historic mainline railway station in the city of Durham, England, serving as a key stop on the East Coast Main Line between London and Edinburgh.
- 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: Berwick-upon-Tweed railway station Triple: [Berwick-upon-Tweed, hasRailwayStation, Berwick-upon-Tweed railway station]
Generated description
Berwick-upon-Tweed railway station is a historic mainline railway station in Northumberland, England, serving the town of Berwick-upon-Tweed on the East Coast Main Line between England and Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berwick-upon-Tweed railway station Target entity description: Berwick-upon-Tweed railway station is a historic mainline railway station in Northumberland, England, serving the town of Berwick-upon-Tweed on the East Coast Main Line between England and Scotland.
-
A.
North Berwick railway station
North Berwick railway station is a key terminus on the North Berwick Line in East Lothian, Scotland, providing regular commuter rail services to and from Edinburgh.
-
B.
Wakefield station
Wakefield station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Wakefield, Massachusetts, serving the Haverhill Line north of Boston.
-
C.
Newcastle railway station
Newcastle railway station is a major historic rail hub in Newcastle upon Tyne, England, providing regional and long-distance train services across the UK.
-
D.
Hartlepool railway station
Hartlepool railway station is the main rail hub serving the town of Hartlepool in County Durham, England, providing regional and intercity connections along the Durham Coast Line.
-
E.
Durham railway station
Durham railway station is a historic mainline railway station in the city of Durham, England, serving as a key stop on the East Coast Main Line between London and Edinburgh.
- 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_69c0082a884c8190a79001bae658941f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c023b8efc4819085675d0d3dfb2a54 |
completed | March 22, 2026, 5:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07dcb28888190affb0982060d5ea8 |
completed | March 22, 2026, 11:39 p.m. |
| NEDg | Description generation | batch_69c08d7c1040819099f2f2fafdbc9627 |
completed | March 23, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08ddef5548190826d723551e99133 |
completed | March 23, 2026, 12:48 a.m. |
Created at: March 22, 2026, 3:44 p.m.