Triple

T21402706
Position Surface form Disambiguated ID Type / Status
Subject Stevenston E527950 entity
Predicate historicallyAssociatedWith P2830 FINISHED
Object Ardeer factory
The Ardeer factory was a vast explosives manufacturing complex in North Ayrshire, Scotland, historically one of the world’s largest dynamite and chemical works.
E1482434 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: Ardeer factory | Statement: [Stevenston, historicallyAssociatedWith, Ardeer factory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ardeer factory
Context triple: [Stevenston, historicallyAssociatedWith, Ardeer factory]
  • A. Fochabers factory
    Fochabers factory is Baxters’ main food production site in Fochabers, Scotland, known for manufacturing soups, preserves, and other grocery products.
  • B. Cowlairs Works
    Cowlairs Works was a major railway locomotive and carriage construction and maintenance facility in Glasgow, Scotland, historically significant in the development and servicing of British railway stock.
  • C. Inverurie Works
    Inverurie Works was a railway engineering and maintenance facility in Inverurie, Scotland, historically used for the repair and overhaul of locomotives and rolling stock.
  • D. Lancefield Works, Glasgow
    Lancefield Works, Glasgow was a major 19th-century engineering and shipbuilding facility in Glasgow associated with the prominent marine engineer and shipbuilder Robert Napier.
  • E. Royal Ordnance Factory Dalmuir
    Royal Ordnance Factory Dalmuir was a major British munitions and armaments manufacturing plant located in Clydebank, Scotland, that played a significant role in both World Wars.
  • 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: Ardeer factory
Triple: [Stevenston, historicallyAssociatedWith, Ardeer factory]
Generated description
The Ardeer factory was a vast explosives manufacturing complex in North Ayrshire, Scotland, historically one of the world’s largest dynamite and chemical works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ardeer factory
Target entity description: The Ardeer factory was a vast explosives manufacturing complex in North Ayrshire, Scotland, historically one of the world’s largest dynamite and chemical works.
  • A. Fochabers factory
    Fochabers factory is Baxters’ main food production site in Fochabers, Scotland, known for manufacturing soups, preserves, and other grocery products.
  • B. Cowlairs Works
    Cowlairs Works was a major railway locomotive and carriage construction and maintenance facility in Glasgow, Scotland, historically significant in the development and servicing of British railway stock.
  • C. Inverurie Works
    Inverurie Works was a railway engineering and maintenance facility in Inverurie, Scotland, historically used for the repair and overhaul of locomotives and rolling stock.
  • D. Lancefield Works, Glasgow
    Lancefield Works, Glasgow was a major 19th-century engineering and shipbuilding facility in Glasgow associated with the prominent marine engineer and shipbuilder Robert Napier.
  • E. Royal Ordnance Factory Dalmuir
    Royal Ordnance Factory Dalmuir was a major British munitions and armaments manufacturing plant located in Clydebank, Scotland, that played a significant role in both World Wars.
  • 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_69e0b520ee3c8190abddbee7e37e834c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b171336c819083ae5e2c0f5d4b95 completed April 22, 2026, 11:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb5161d08190a945896d7418ec90 completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea4a674819093d5bfb9e6fe69b9 completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bfa27d848190bb77d632359a11b3 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:24 p.m.