Triple

T6646472
Position Surface form Disambiguated ID Type / Status
Subject Willey Ironworks E150712 entity
Predicate partOf P40 FINISHED
Object Shropshire iron industry
The Shropshire iron industry was a historically significant center of early iron production in England, pivotal to the Industrial Revolution through its pioneering use of coke-fired blast furnaces and innovative ironworking techniques.
E610531 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: Shropshire iron industry | Statement: [Willey Ironworks, partOf, Shropshire iron industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shropshire iron industry
Context triple: [Willey Ironworks, partOf, Shropshire iron industry]
  • A. South Wales iron industry
    The South Wales iron industry was a major 18th- and 19th-century industrial powerhouse centered in the Welsh Valleys, known for its large ironworks and crucial role in Britain’s early industrialization.
  • B. Scottish iron industry
    The Scottish iron industry was a historically significant sector that drove Scotland’s industrialization through the production of iron and related goods, supporting shipbuilding, engineering, and infrastructure development.
  • C. Blaenavon Ironworks
    Blaenavon Ironworks is a historically significant 18th–19th century ironworks in Wales that played a key role in the Industrial Revolution and forms part of a UNESCO World Heritage Site.
  • D. Bersham Ironworks
    Bersham Ironworks was a pioneering 18th-century ironworks in Wales, renowned for its role in the early Industrial Revolution and its association with ironmaster John Wilkinson.
  • E. Cyfarthfa Ironworks
    Cyfarthfa Ironworks was one of the most important 19th-century ironworks in Wales, central to Merthyr Tydfil’s rise as a major industrial center during the Industrial Revolution.
  • 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: Shropshire iron industry
Triple: [Willey Ironworks, partOf, Shropshire iron industry]
Generated description
The Shropshire iron industry was a historically significant center of early iron production in England, pivotal to the Industrial Revolution through its pioneering use of coke-fired blast furnaces and innovative ironworking techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shropshire iron industry
Target entity description: The Shropshire iron industry was a historically significant center of early iron production in England, pivotal to the Industrial Revolution through its pioneering use of coke-fired blast furnaces and innovative ironworking techniques.
  • A. South Wales iron industry
    The South Wales iron industry was a major 18th- and 19th-century industrial powerhouse centered in the Welsh Valleys, known for its large ironworks and crucial role in Britain’s early industrialization.
  • B. Scottish iron industry
    The Scottish iron industry was a historically significant sector that drove Scotland’s industrialization through the production of iron and related goods, supporting shipbuilding, engineering, and infrastructure development.
  • C. Blaenavon Ironworks
    Blaenavon Ironworks is a historically significant 18th–19th century ironworks in Wales that played a key role in the Industrial Revolution and forms part of a UNESCO World Heritage Site.
  • D. Bersham Ironworks
    Bersham Ironworks was a pioneering 18th-century ironworks in Wales, renowned for its role in the early Industrial Revolution and its association with ironmaster John Wilkinson.
  • E. Cyfarthfa Ironworks
    Cyfarthfa Ironworks was one of the most important 19th-century ironworks in Wales, central to Merthyr Tydfil’s rise as a major industrial center during the Industrial Revolution.
  • 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_69c687f1a3048190828b7342f7125d5c completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b01cecc48190a6d2c26d8d5ab80c completed March 27, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6eef48b488190ac08dc37d4a5d514 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f127d9188190849959aaae10f769 completed March 27, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69c6f5318764819092eca02a5f300e2a completed March 27, 2026, 9:22 p.m.
Created at: March 27, 2026, 2 p.m.