Triple

T7224353
Position Surface form Disambiguated ID Type / Status
Subject Bingham, Nottinghamshire E150339 entity
Predicate hasRailwayStation P918 FINISHED
Object Bingham railway station
Bingham railway station is a local rail stop serving the market town of Bingham in Nottinghamshire, England, on the routes connecting it with larger regional centres.
 E650186 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: Bingham railway station | Statement: [Bingham, Nottinghamshire, hasRailwayStation, Bingham railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bingham railway station
Context triple: [Bingham, Nottinghamshire, hasRailwayStation, Bingham 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. Birchwood railway station
    Birchwood railway station is a local rail stop serving the Birchwood area near Culcheth in Warrington, Cheshire, England.
  • C. Finstock railway station
    Finstock railway station is a small rural stop on the Cotswold Line in Oxfordshire, England, serving the village of Finstock with limited passenger services.
  • D. Dunbar railway station
    Dunbar railway station is a passenger railway station in the town of Dunbar, East Lothian, Scotland, served by regional and long-distance trains on the East Coast Main Line.
  • E. Busby railway station
    Busby railway station is a suburban rail stop in East Renfrewshire, Scotland, serving the village of Busby on the Glasgow South Western Line.
  • 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: Bingham railway station
Triple: [Bingham, Nottinghamshire, hasRailwayStation, Bingham railway station]
Generated description
Bingham railway station is a local rail stop serving the market town of Bingham in Nottinghamshire, England, on the routes connecting it with larger regional centres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bingham railway station
Target entity description: Bingham railway station is a local rail stop serving the market town of Bingham in Nottinghamshire, England, on the routes connecting it with larger regional centres.
  • 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. Birchwood railway station
    Birchwood railway station is a local rail stop serving the Birchwood area near Culcheth in Warrington, Cheshire, England.
  • C. Finstock railway station
    Finstock railway station is a small rural stop on the Cotswold Line in Oxfordshire, England, serving the village of Finstock with limited passenger services.
  • D. Dunbar railway station
    Dunbar railway station is a passenger railway station in the town of Dunbar, East Lothian, Scotland, served by regional and long-distance trains on the East Coast Main Line.
  • E. Busby railway station
    Busby railway station is a suburban rail stop in East Renfrewshire, Scotland, serving the village of Busby on the Glasgow South Western Line.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9db51888190b8463d0003f334fa completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc11b48881909886a71f1b887789 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cd47d4b88190a75c419c41d57cb9 completed March 28, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69c7cdbdee8081908faadb9cdaa4df13 completed March 28, 2026, 12:46 p.m.
Created at: March 27, 2026, 2:54 p.m.