Triple
T6119116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Camberley railway station |
E136435
|
entity |
| Predicate | railwayNetworkSector |
P68241
|
FINISHED |
| Object |
South Western
South Western is a major British train operating company that provides passenger rail services across southwest London, Surrey, Hampshire, Dorset, and surrounding regions.
|
E569976
|
NE FINISHED |
How this triple was built (5 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: South Western | Statement: [Camberley railway station, railwayNetworkSector, South Western]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Western Context triple: [Camberley railway station, railwayNetworkSector, South Western]
-
A.
South West
South West is a region of England encompassing counties such as Cornwall, Devon, Somerset, and Dorset, known for its coastline, rural landscapes, and cultural heritage.
-
B.
South West
South West is a coastal region in the southwestern corner of Western Australia known for its forests, wineries, and popular tourist towns.
-
C.
South West
South West is a London Assembly constituency covering parts of southwest London, including boroughs such as Hounslow, Richmond upon Thames, and Kingston upon Thames.
-
D.
Suroeste
Suroeste is a district of Santa Cruz de Tenerife known for its largely residential character and mix of urban and semi-rural areas on the island of Tenerife in Spain’s Canary Islands.
-
E.
Greater Southwest
Greater Southwest is a cultural and geographic region of North America that encompasses the arid and semi-arid lands of the southwestern United States and northern Mexico, including areas such as Aridoamerica.
- 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: South Western Triple: [Camberley railway station, railwayNetworkSector, South Western]
Generated description
South Western is a major British train operating company that provides passenger rail services across southwest London, Surrey, Hampshire, Dorset, and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Western Target entity description: South Western is a major British train operating company that provides passenger rail services across southwest London, Surrey, Hampshire, Dorset, and surrounding regions.
-
A.
South West
South West is a region of England encompassing counties such as Cornwall, Devon, Somerset, and Dorset, known for its coastline, rural landscapes, and cultural heritage.
-
B.
South West
South West is a coastal region in the southwestern corner of Western Australia known for its forests, wineries, and popular tourist towns.
-
C.
South West
South West is a London Assembly constituency covering parts of southwest London, including boroughs such as Hounslow, Richmond upon Thames, and Kingston upon Thames.
-
D.
Suroeste
Suroeste is a district of Santa Cruz de Tenerife known for its largely residential character and mix of urban and semi-rural areas on the island of Tenerife in Spain’s Canary Islands.
-
E.
Greater Southwest
Greater Southwest is a cultural and geographic region of North America that encompasses the arid and semi-arid lands of the southwestern United States and northern Mexico, including areas such as Aridoamerica.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: railwayNetworkSector Context triple: [Camberley railway station, railwayNetworkSector, South Western]
-
A.
railwaySectorOrigin
Indicates the place or source from which a railway sector, line, or system originates or begins.
-
B.
railNetworkRole
Indicates the specific function or responsibility an entity has within a rail network system.
-
C.
railNetworkSide
Indicates on which side of a rail network (e.g., left or right relative to a reference direction) an entity is located or associated.
-
D.
railNetworkCenter
Indicates that a location functions as a central hub or focal point within a rail transportation network.
-
E.
railwayUse
Indicates that something is used as, or functions in the capacity of, a railway or rail-based transportation facility.
- F. None of above. chosen
Provenance (7 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_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bee12488190ab217e8956f2f1f3 |
completed | March 22, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1257153748190947cd80589620f12 |
completed | March 23, 2026, 11:35 a.m. |
| NEDg | Description generation | batch_69c129464108819086b1a3991ef4c9e1 |
completed | March 23, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
| PD | Predicate disambiguation | batch_69c049f9ab3c81909c8ab6466f6a2935 |
completed | March 22, 2026, 7:58 p.m. |
| PDg | Predicate description generation | batch_69c04e8e3f2c8190be459ca02f9b315a |
completed | March 22, 2026, 8:18 p.m. |
Created at: March 22, 2026, 4:14 p.m.