Triple
T7217346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bersham Ironworks |
E149568
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
British iron industry
The British iron industry was a key sector of the Industrial Revolution, encompassing the mining, smelting, and processing of iron that underpinned the country’s rapid industrial and infrastructural development.
|
E649916
|
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: British iron industry | Statement: [Bersham Ironworks, partOf, British iron industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: British iron industry Context triple: [Bersham Ironworks, partOf, British iron industry]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
British coal industry
The British coal industry was the once-dominant sector of coal mining and production in the United Kingdom that powered the country’s industrialization and energy supply before its steep decline in the late 20th century.
-
E.
British textile industry
The British textile industry is the historic manufacturing sector in Britain centered on the production and processing of textiles, which played a pivotal role in the Industrial Revolution and the country’s economic development.
- 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: British iron industry Triple: [Bersham Ironworks, partOf, British iron industry]
Generated description
The British iron industry was a key sector of the Industrial Revolution, encompassing the mining, smelting, and processing of iron that underpinned the country’s rapid industrial and infrastructural development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: British iron industry Target entity description: The British iron industry was a key sector of the Industrial Revolution, encompassing the mining, smelting, and processing of iron that underpinned the country’s rapid industrial and infrastructural development.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
British coal industry
The British coal industry was the once-dominant sector of coal mining and production in the United Kingdom that powered the country’s industrialization and energy supply before its steep decline in the late 20th century.
-
E.
British textile industry
The British textile industry is the historic manufacturing sector in Britain centered on the production and processing of textiles, which played a pivotal role in the Industrial Revolution and the country’s economic development.
- 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_69c687eca814819095abb52316b1af80 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e99170d88190b1aef326a7d81134 |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cbfb46388190992cc98039e71748 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cce6a290819096ff68333cd3a3cf |
completed | March 28, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd9966e481909eb3c23bb59777d9 |
completed | March 28, 2026, 12:46 p.m. |
Created at: March 27, 2026, 2:53 p.m.