Triple

T8802131
Position Surface form Disambiguated ID Type / Status
Subject Hertford Loop Line E209434 entity
Predicate passesThrough P225 FINISHED
Object Bayford railway station
Bayford railway station is a small rural stop in Hertfordshire, England, served by suburban trains on the route between London and Hertford.
 E759133 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: Bayford railway station | Statement: [Hertford Loop Line, passesThrough, Bayford railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bayford railway station
Context triple: [Hertford Loop Line, passesThrough, Bayford railway station]
  • A. Bamford railway station
    Bamford railway station is a small rural stop on the Hope Valley Line in Derbyshire, England, serving the village of Bamford and surrounding Peak District communities.
  • B. Buckland Station
    Buckland Station is a historic 19th-century stagecoach stop and waystation in Lyon County, Nevada, that served travelers along early overland routes.
  • C. Filey railway station
    Filey railway station is a small coastal railway stop in North Yorkshire, England, serving the seaside town of Filey on the Yorkshire Coast Line.
  • D. Farncombe railway station
    Farncombe railway station is a small suburban stop on the Portsmouth Direct Line in Surrey, England, serving the village of Farncombe near Godalming.
  • E. Cosford railway station
    Cosford railway station is a small railway stop in Shropshire, England, primarily serving the nearby Royal Air Force Cosford base and its museum.
  • 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: Bayford railway station
Triple: [Hertford Loop Line, passesThrough, Bayford railway station]
Generated description
Bayford railway station is a small rural stop in Hertfordshire, England, served by suburban trains on the route between London and Hertford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bayford railway station
Target entity description: Bayford railway station is a small rural stop in Hertfordshire, England, served by suburban trains on the route between London and Hertford.
  • A. Bamford railway station
    Bamford railway station is a small rural stop on the Hope Valley Line in Derbyshire, England, serving the village of Bamford and surrounding Peak District communities.
  • B. Buckland Station
    Buckland Station is a historic 19th-century stagecoach stop and waystation in Lyon County, Nevada, that served travelers along early overland routes.
  • C. Filey railway station
    Filey railway station is a small coastal railway stop in North Yorkshire, England, serving the seaside town of Filey on the Yorkshire Coast Line.
  • D. Farncombe railway station
    Farncombe railway station is a small suburban stop on the Portsmouth Direct Line in Surrey, England, serving the village of Farncombe near Godalming.
  • E. Cosford railway station
    Cosford railway station is a small railway stop in Shropshire, England, primarily serving the nearby Royal Air Force Cosford base and its museum.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fb9c5c88190881b069e1face10c completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f799f00819089159da177c816e9 completed April 3, 2026, 7:42 a.m.
NEDg Description generation batch_69cf708dbd54819099efa4b5729d6298 completed April 3, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69cf7163e2088190bf252896cc4036b2 completed April 3, 2026, 7:51 a.m.
Created at: March 30, 2026, 6:44 p.m.