Triple

T16595839
Position Surface form Disambiguated ID Type / Status
Subject Heckington E403203 entity
Predicate hasRailwayStation P918 FINISHED
Object Heckington railway station
Heckington railway station is a small rural train station in Lincolnshire, England, serving the village of Heckington on the line between Sleaford and Boston.
 E1222848 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: Heckington railway station | Statement: [Heckington, hasRailwayStation, Heckington railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heckington railway station
Context triple: [Heckington, hasRailwayStation, Heckington railway station]
  • A. Heyington railway station
    Heyington railway station is a suburban train station in Melbourne, Australia, serving the local community on the Glen Waverley line.
  • B. Hucknall railway station
    Hucknall railway station is a local rail stop in Hucknall, Nottinghamshire, England, providing regional train services and connections for the town’s residents and visitors.
  • C. Brinnington railway station
    Brinnington railway station is a suburban rail stop serving the Brinnington area of Stockport, Greater Manchester, on the Hope Valley Line between Manchester and Sheffield.
  • D. Hinckley railway station
    Hinckley railway station is a passenger rail station in Hinckley, Leicestershire, England, providing regional services on the Birmingham–Peterborough line.
  • E. Ruskington railway station
    Ruskington railway station is a small rural stop in Lincolnshire, England, serving the village of Ruskington with local passenger services on the regional rail network.
  • 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: Heckington railway station
Triple: [Heckington, hasRailwayStation, Heckington railway station]
Generated description
Heckington railway station is a small rural train station in Lincolnshire, England, serving the village of Heckington on the line between Sleaford and Boston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heckington railway station
Target entity description: Heckington railway station is a small rural train station in Lincolnshire, England, serving the village of Heckington on the line between Sleaford and Boston.
  • A. Heyington railway station
    Heyington railway station is a suburban train station in Melbourne, Australia, serving the local community on the Glen Waverley line.
  • B. Hucknall railway station
    Hucknall railway station is a local rail stop in Hucknall, Nottinghamshire, England, providing regional train services and connections for the town’s residents and visitors.
  • C. Brinnington railway station
    Brinnington railway station is a suburban rail stop serving the Brinnington area of Stockport, Greater Manchester, on the Hope Valley Line between Manchester and Sheffield.
  • D. Hinckley railway station
    Hinckley railway station is a passenger rail station in Hinckley, Leicestershire, England, providing regional services on the Birmingham–Peterborough line.
  • E. Ruskington railway station
    Ruskington railway station is a small rural stop in Lincolnshire, England, serving the village of Ruskington with local passenger services on the regional rail network.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d717604819083ed60b865bbd13e completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759fe6ec81908c5321dcba558269 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a007825547c81909230ac39761fba96 completed May 10, 2026, 12:20 p.m.
NED2 Entity disambiguation (via description) batch_6a00788e103481908d40bbe4a3cb1695 completed May 10, 2026, 12:22 p.m.
Created at: April 10, 2026, 5:16 a.m.