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.