Triple
T5382452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carron Company |
E113118
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E516443
|
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: Scottish iron industry | Statement: [Carron Company, partOf, Scottish iron industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish iron industry Context triple: [Carron Company, partOf, Scottish iron industry]
-
A.
Scottish coal industry
The Scottish coal industry was a once-dominant sector of Scotland’s economy centered on the mining, processing, and export of coal that powered the country’s industrialization before its steep decline in the late 20th century.
-
B.
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.
-
C.
Glasgow shipbuilding industry
The Glasgow shipbuilding industry was a historically significant maritime manufacturing sector centered in Glasgow, Scotland, renowned for producing a large share of the world’s ships during the 19th and early 20th centuries.
-
D.
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.
-
E.
Carron Company ironworks
Carron Company ironworks was a major Scottish ironworks founded in the 18th century near Falkirk, renowned for producing cannons known as carronades and playing a key role in 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: Scottish iron industry Triple: [Carron Company, partOf, Scottish iron industry]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scottish iron industry Target entity description: 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.
-
A.
Scottish coal industry
The Scottish coal industry was a once-dominant sector of Scotland’s economy centered on the mining, processing, and export of coal that powered the country’s industrialization before its steep decline in the late 20th century.
-
B.
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.
-
C.
Glasgow shipbuilding industry
The Glasgow shipbuilding industry was a historically significant maritime manufacturing sector centered in Glasgow, Scotland, renowned for producing a large share of the world’s ships during the 19th and early 20th centuries.
-
D.
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.
-
E.
Carron Company ironworks
Carron Company ironworks was a major Scottish ironworks founded in the 18th century near Falkirk, renowned for producing cannons known as carronades and playing a key role in 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_69bd4436a1988190af18dcff7fd306b4 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd86d163f88190939638d44fcb24a7 |
completed | March 20, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf294cb9288190ab1400dae18332de |
completed | March 21, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69bf2a23ba1881909ddc549728bbc2d3 |
completed | March 21, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2e6d5f9081908327dff0058241f0 |
completed | March 21, 2026, 11:49 p.m. |
Created at: March 20, 2026, 2:03 p.m.