Triple

T15235167
Position Surface form Disambiguated ID Type / Status
Subject BFN E364108 entity
Predicate railwayStationName P8935 FINISHED
Object Byfleet & New Haw
Byfleet & New Haw is a suburban railway station in Surrey, England, serving the villages of Byfleet and New Haw on the South Western Main Line.
 E1144351 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: Byfleet & New Haw | Statement: [BFN, railwayStationName, Byfleet & New Haw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byfleet & New Haw
Context triple: [BFN, railwayStationName, Byfleet & New Haw]
  • A. Holyoake
    Holyoake is an English surname most notably associated with George Jacob Holyoake, a 19th-century secularist, co-operator, and the last person in Britain imprisoned for blasphemy.
  • B. Brent and Harrow
    Brent and Harrow is a London Assembly constituency in northwest London that covers the boroughs of Brent and Harrow and elects a representative to the London Assembly.
  • C. Fieldway
    Fieldway is a residential area and electoral ward within the London Borough of Croydon in south London, England.
  • D. Dowanhill
    Dowanhill is a residential and affluent neighborhood in Glasgow’s West End, known for its Victorian architecture and proximity to cultural and educational institutions.
  • E. Snow Hill Lines
    Snow Hill Lines is a network of suburban and regional railway routes in the West Midlands, England, centered on Birmingham Snow Hill station.
  • 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: Byfleet & New Haw
Triple: [BFN, railwayStationName, Byfleet & New Haw]
Generated description
Byfleet & New Haw is a suburban railway station in Surrey, England, serving the villages of Byfleet and New Haw on the South Western Main Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byfleet & New Haw
Target entity description: Byfleet & New Haw is a suburban railway station in Surrey, England, serving the villages of Byfleet and New Haw on the South Western Main Line.
  • A. Holyoake
    Holyoake is an English surname most notably associated with George Jacob Holyoake, a 19th-century secularist, co-operator, and the last person in Britain imprisoned for blasphemy.
  • B. Brent and Harrow
    Brent and Harrow is a London Assembly constituency in northwest London that covers the boroughs of Brent and Harrow and elects a representative to the London Assembly.
  • C. Fieldway
    Fieldway is a residential area and electoral ward within the London Borough of Croydon in south London, England.
  • D. Dowanhill
    Dowanhill is a residential and affluent neighborhood in Glasgow’s West End, known for its Victorian architecture and proximity to cultural and educational institutions.
  • E. Snow Hill Lines
    Snow Hill Lines is a network of suburban and regional railway routes in the West Midlands, England, centered on Birmingham Snow Hill station.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007d91e4881908ea52d11a3d4480a completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd3dd5a081909a1a7fceda648c29 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede8eed2c8190adb45306a1ec0faa completed May 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fedef546708190bdeedd2c61fdbc86 completed May 9, 2026, 7:15 a.m.
Created at: April 10, 2026, 3:12 a.m.