Triple

T21633847
Position Surface form Disambiguated ID Type / Status
Subject Aberbeeg E533902 entity
Predicate hasRailwayHistory P2411 FINISHED
Object Aberbeeg railway station
Aberbeeg railway station was a former railway station in Aberbeeg, Wales, that served as a local transport hub during the height of the region’s coal and industrial activity.
 E1493936 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: Aberbeeg railway station | Statement: [Aberbeeg, hasRailwayHistory, Aberbeeg railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aberbeeg railway station
Context triple: [Aberbeeg, hasRailwayHistory, Aberbeeg railway station]
  • A. Aber railway station
    Aber railway station is a small commuter rail stop serving the town of Caerphilly in South Wales on the Rhymney Line.
  • B. Whiteabbey railway station
    Whiteabbey railway station is a suburban railway stop in County Antrim, Northern Ireland, serving the town of Newtownabbey on routes into Belfast and beyond.
  • C. Ambergate railway station
    Ambergate railway station is a small passenger railway station in Derbyshire, England, serving the village of Ambergate on the route between Derby and Matlock.
  • D. Meadowhall railway station
    Meadowhall railway station is a transport hub in Sheffield, England, providing rail connections for shoppers and commuters using the adjacent Meadowhall Shopping Centre.
  • E. Aberdare railway station
    Aberdare railway station is a passenger rail station in Aberdare, Wales, serving as the town’s main link on the local Valleys 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: Aberbeeg railway station
Triple: [Aberbeeg, hasRailwayHistory, Aberbeeg railway station]
Generated description
Aberbeeg railway station was a former railway station in Aberbeeg, Wales, that served as a local transport hub during the height of the region’s coal and industrial activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aberbeeg railway station
Target entity description: Aberbeeg railway station was a former railway station in Aberbeeg, Wales, that served as a local transport hub during the height of the region’s coal and industrial activity.
  • A. Aber railway station
    Aber railway station is a small commuter rail stop serving the town of Caerphilly in South Wales on the Rhymney Line.
  • B. Whiteabbey railway station
    Whiteabbey railway station is a suburban railway stop in County Antrim, Northern Ireland, serving the town of Newtownabbey on routes into Belfast and beyond.
  • C. Ambergate railway station
    Ambergate railway station is a small passenger railway station in Derbyshire, England, serving the village of Ambergate on the route between Derby and Matlock.
  • D. Meadowhall railway station
    Meadowhall railway station is a transport hub in Sheffield, England, providing rail connections for shoppers and commuters using the adjacent Meadowhall Shopping Centre.
  • E. Aberdare railway station
    Aberdare railway station is a passenger rail station in Aberdare, Wales, serving as the town’s main link on the local Valleys 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52192e388190a3f316e33f452561 completed April 27, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9bc2f481908ed5ba8292adf47f completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a105ec6a08190a7b6d89068e4e369 completed May 17, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0a113606f8819093b398915a291fa1 completed May 17, 2026, 7:04 p.m.
Created at: April 16, 2026, 6:35 p.m.