Triple
T4156117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ynysfach Ironworks |
E91417
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Merthyr Tydfil industrial landscape
The Merthyr Tydfil industrial landscape is a historic South Wales valley area that became one of the world’s leading iron-producing centers during the Industrial Revolution, characterized by extensive ironworks, coal mines, and workers’ settlements.
|
E417778
|
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: Merthyr Tydfil industrial landscape | Statement: [Ynysfach Ironworks, associatedWith, Merthyr Tydfil industrial landscape]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Merthyr Tydfil industrial landscape Context triple: [Ynysfach Ironworks, associatedWith, Merthyr Tydfil industrial landscape]
-
A.
Blaenavon Industrial Landscape
Blaenavon Industrial Landscape is a UNESCO World Heritage Site in Wales that preserves an extensive 19th-century coal mining and ironworking complex illustrating the region’s pivotal role in the Industrial Revolution.
-
B.
Ebbw Vale Steelworks site
The Ebbw Vale Steelworks site is a former major steel production complex in South Wales that played a central role in the region’s industrial history and has since been redeveloped for mixed community and heritage uses.
-
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.
Blaenavon
Blaenavon is a historic Welsh town in Torfaen, renowned for its rich coal and ironworking heritage and its designation as part of a UNESCO World Heritage Site.
-
E.
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.
- 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: Merthyr Tydfil industrial landscape Triple: [Ynysfach Ironworks, associatedWith, Merthyr Tydfil industrial landscape]
Generated description
The Merthyr Tydfil industrial landscape is a historic South Wales valley area that became one of the world’s leading iron-producing centers during the Industrial Revolution, characterized by extensive ironworks, coal mines, and workers’ settlements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Merthyr Tydfil industrial landscape Target entity description: The Merthyr Tydfil industrial landscape is a historic South Wales valley area that became one of the world’s leading iron-producing centers during the Industrial Revolution, characterized by extensive ironworks, coal mines, and workers’ settlements.
-
A.
Blaenavon Industrial Landscape
Blaenavon Industrial Landscape is a UNESCO World Heritage Site in Wales that preserves an extensive 19th-century coal mining and ironworking complex illustrating the region’s pivotal role in the Industrial Revolution.
-
B.
Ebbw Vale Steelworks site
The Ebbw Vale Steelworks site is a former major steel production complex in South Wales that played a central role in the region’s industrial history and has since been redeveloped for mixed community and heritage uses.
-
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.
Blaenavon
Blaenavon is a historic Welsh town in Torfaen, renowned for its rich coal and ironworking heritage and its designation as part of a UNESCO World Heritage Site.
-
E.
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.
- 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_69aed9626ebc8190a39de631788bea3e |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af028fc11c819093fb2f616b97a694 |
completed | March 9, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f3e3794819095659b7b51dfa742 |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b5803a2d00819084bcc4932846473e |
completed | March 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b580a0be508190b0410d2de905da71 |
completed | March 14, 2026, 3:37 p.m. |
Created at: March 9, 2026, 3:44 p.m.