Triple
T20713908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Normanton |
E509118
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Normanton railway station
Normanton railway station is a railway stop serving the town of Normanton in West Yorkshire, England, on the Hallam and Pontefract lines.
|
E1446715
|
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: Normanton railway station | Statement: [Normanton, hasRailwayStation, Normanton railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Normanton railway station Context triple: [Normanton, hasRailwayStation, Normanton railway station]
-
A.
Hatton railway station
Hatton railway station is a key stop on Sri Lanka’s Main Line, serving the central highlands and providing access to popular tea-growing and hiking areas such as Adam’s Peak.
-
B.
Ganton railway station
Ganton railway station was a former rural stop in North Yorkshire, England, that served the village of Ganton on the York to Scarborough railway line.
-
C.
Keith Town railway station
Keith Town railway station is a preserved heritage railway stop in Keith, Moray, Scotland, serving as part of the Keith & Dufftown Railway tourist line.
-
D.
Brough railway station
Brough railway station is a transport hub in the East Riding of Yorkshire, England, providing regional and long-distance rail services on the Hull to Selby and Leeds/York lines.
-
E.
Brinnington railway station
Brinnington railway station is a suburban rail stop serving the Brinnington area of Stockport, Greater Manchester, on the Hope Valley Line between Manchester and Sheffield.
- 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: Normanton railway station Triple: [Normanton, hasRailwayStation, Normanton railway station]
Generated description
Normanton railway station is a railway stop serving the town of Normanton in West Yorkshire, England, on the Hallam and Pontefract lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Normanton railway station Target entity description: Normanton railway station is a railway stop serving the town of Normanton in West Yorkshire, England, on the Hallam and Pontefract lines.
-
A.
Hatton railway station
Hatton railway station is a key stop on Sri Lanka’s Main Line, serving the central highlands and providing access to popular tea-growing and hiking areas such as Adam’s Peak.
-
B.
Ganton railway station
Ganton railway station was a former rural stop in North Yorkshire, England, that served the village of Ganton on the York to Scarborough railway line.
-
C.
Keith Town railway station
Keith Town railway station is a preserved heritage railway stop in Keith, Moray, Scotland, serving as part of the Keith & Dufftown Railway tourist line.
-
D.
Brough railway station
Brough railway station is a transport hub in the East Riding of Yorkshire, England, providing regional and long-distance rail services on the Hull to Selby and Leeds/York lines.
-
E.
Brinnington railway station
Brinnington railway station is a suburban rail stop serving the Brinnington area of Stockport, Greater Manchester, on the Hope Valley Line between Manchester and Sheffield.
- 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_69e0b4c40ad88190b81f77695366d328 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1d001788190a524a17347f9de67 |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e05139108190a5f2f3ea5c054d4b |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e1109b788190a90272c46e2e7bf5 |
completed | May 16, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e1d668d0819098db655826d4a24a |
completed | May 16, 2026, 9:29 p.m. |
Created at: April 16, 2026, 12:15 p.m.