Triple

T15775456
Position Surface form Disambiguated ID Type / Status
Subject Dumfries railway station E382477 entity
Predicate connectsTo P845 FINISHED
Object Kilmarnock
Kilmarnock is a large town in East Ayrshire, Scotland, known historically for its textile and engineering industries and as a regional commercial and transport hub.
 E26311 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: Kilmarnock | Statement: [Dumfries railway station, connectsTo, Kilmarnock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kilmarnock
Context triple: [Dumfries railway station, connectsTo, Kilmarnock]
  • A. Kilmarnock
    Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
  • B. Partick
    Partick is a district in the West End of Glasgow, Scotland, known for its residential character, transport links, and proximity to the River Clyde.
  • C. Cumnock
    Cumnock is a small rural village in the Central West region of New South Wales, Australia, known for its agricultural community and country lifestyle.
  • D. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • E. Dumbarton
    Dumbarton is a historic Scottish town on the River Clyde known for its prominent role in shipbuilding and maritime industry.
  • 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: Kilmarnock
Triple: [Dumfries railway station, connectsTo, Kilmarnock]
Generated description
Kilmarnock is a large town in East Ayrshire, Scotland, known historically for its textile and engineering industries and as a regional commercial and transport hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kilmarnock
Target entity description: Kilmarnock is a large town in East Ayrshire, Scotland, known historically for its textile and engineering industries and as a regional commercial and transport hub.
  • A. Kilmarnock chosen
    Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
  • B. Partick
    Partick is a district in the West End of Glasgow, Scotland, known for its residential character, transport links, and proximity to the River Clyde.
  • C. Cumnock
    Cumnock is a small rural village in the Central West region of New South Wales, Australia, known for its agricultural community and country lifestyle.
  • D. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • E. Dumbarton
    Dumbarton is a historic Scottish town on the River Clyde known for its prominent role in shipbuilding and maritime industry.
  • F. None of above.

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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05198c1588190a65e23c18443eb5c completed April 16, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa12b98a48190acc6f6566ef13f94 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:47 a.m.