Triple
T4312818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mid Hants Railway |
E94112
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Medstead and Four Marks railway station
Medstead and Four Marks railway station is a preserved heritage railway station in Hampshire, England, serving the villages of Medstead and Four Marks on the Mid Hants Railway (Watercress Line).
|
E430082
|
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: Medstead and Four Marks railway station | Statement: [Mid Hants Railway, hasStation, Medstead and Four Marks railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medstead and Four Marks railway station Context triple: [Mid Hants Railway, hasStation, Medstead and Four Marks railway station]
-
A.
Broadmeadow railway station
Broadmeadow railway station is a key suburban rail station in Newcastle, New South Wales, serving as an important junction and interchange on the state’s rail network.
-
B.
Meadowhall railway station
Meadowhall railway station is a transport hub in Sheffield, England, providing rail connections for shoppers and commuters using the adjacent Meadowhall Shopping Centre.
-
C.
Three Bridges railway station
Three Bridges railway station is a major railway hub in West Sussex, England, serving the town of Crawley with regional and commuter services, including routes to London and the south coast.
-
D.
Four Oaks railway station
Four Oaks railway station is a suburban rail station in the West Midlands, England, serving the Birmingham Cross-City Line with regular local commuter services.
-
E.
Fairy Meadow railway station
Fairy Meadow railway station is a suburban train station on the South Coast line in New South Wales, Australia, serving the coastal suburb of Fairy Meadow near Wollongong.
- 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: Medstead and Four Marks railway station Triple: [Mid Hants Railway, hasStation, Medstead and Four Marks railway station]
Generated description
Medstead and Four Marks railway station is a preserved heritage railway station in Hampshire, England, serving the villages of Medstead and Four Marks on the Mid Hants Railway (Watercress Line).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medstead and Four Marks railway station Target entity description: Medstead and Four Marks railway station is a preserved heritage railway station in Hampshire, England, serving the villages of Medstead and Four Marks on the Mid Hants Railway (Watercress Line).
-
A.
Broadmeadow railway station
Broadmeadow railway station is a key suburban rail station in Newcastle, New South Wales, serving as an important junction and interchange on the state’s rail network.
-
B.
Meadowhall railway station
Meadowhall railway station is a transport hub in Sheffield, England, providing rail connections for shoppers and commuters using the adjacent Meadowhall Shopping Centre.
-
C.
Three Bridges railway station
Three Bridges railway station is a major railway hub in West Sussex, England, serving the town of Crawley with regional and commuter services, including routes to London and the south coast.
-
D.
Four Oaks railway station
Four Oaks railway station is a suburban rail station in the West Midlands, England, serving the Birmingham Cross-City Line with regular local commuter services.
-
E.
Fairy Meadow railway station
Fairy Meadow railway station is a suburban train station on the South Coast line in New South Wales, Australia, serving the coastal suburb of Fairy Meadow near Wollongong.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d8bff88190bcf7dd419d5f4312 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c75cd5c481908f76c510fec678f9 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c8dc06c48190acc7e6ef33cfa80c |
completed | March 14, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c993a9388190a52e573b013dbe29 |
completed | March 14, 2026, 8:48 p.m. |
Created at: March 12, 2026, 11:12 p.m.