Triple
T5705342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carron Company |
E125769
|
entity |
| Predicate | contributedTo |
P37
|
FINISHED |
| Object |
Industrial Revolution in Scotland
The Industrial Revolution in Scotland was a period of rapid economic and social transformation marked by the growth of heavy industry, mechanized manufacturing, and urbanization from the late 18th to the 19th century.
|
E2234
|
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: Industrial Revolution in Scotland | Statement: [Carron Company, contributedTo, Industrial Revolution in Scotland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industrial Revolution in Scotland Context triple: [Carron Company, contributedTo, Industrial Revolution in Scotland]
-
A.
Industrial Revolution
The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
-
B.
Agricultural Revolution in Britain
The Agricultural Revolution in Britain was a period of major changes in farming techniques, land use, and rural society that dramatically increased agricultural productivity and supported rapid population and industrial growth.
-
C.
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.
-
D.
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.
-
E.
Midlands Enlightenment
The Midlands Enlightenment was an 18th-century intellectual and industrial movement centered in England’s Midlands, where scientists, inventors, and philosophers collaborated to advance science, technology, and social thought.
- 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: Industrial Revolution in Scotland Triple: [Carron Company, contributedTo, Industrial Revolution in Scotland]
Generated description
The Industrial Revolution in Scotland was a period of rapid economic and social transformation marked by the growth of heavy industry, mechanized manufacturing, and urbanization from the late 18th to the 19th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Industrial Revolution in Scotland Target entity description: The Industrial Revolution in Scotland was a period of rapid economic and social transformation marked by the growth of heavy industry, mechanized manufacturing, and urbanization from the late 18th to the 19th century.
-
A.
Industrial Revolution
chosen
The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
-
B.
Agricultural Revolution in Britain
The Agricultural Revolution in Britain was a period of major changes in farming techniques, land use, and rural society that dramatically increased agricultural productivity and supported rapid population and industrial growth.
-
C.
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.
-
D.
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.
-
E.
Midlands Enlightenment
The Midlands Enlightenment was an 18th-century intellectual and industrial movement centered in England’s Midlands, where scientists, inventors, and philosophers collaborated to advance science, technology, and social thought.
- 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_69c0082c96988190b3a6a201edce472a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02459cd18819080fda0b481d11f08 |
completed | March 22, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a666d788190a0f786d12391a44b |
completed | March 22, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69c05be7f7cc8190bb1f8081289c5e02 |
completed | March 22, 2026, 9:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0621308588190a0d7a86bb804134d |
completed | March 22, 2026, 9:41 p.m. |
Created at: March 22, 2026, 3:45 p.m.