Triple
T15820901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clydach, Glamorganshire, Wales |
E383603
|
entity |
| Predicate | industrialHeritage |
P2411
|
FINISHED |
| Object |
Swansea Valley industrial area
The Swansea Valley industrial area is a historic region in South Wales known for its former coal mining, metalworking, and other heavy industries that played a key role in the Industrial Revolution.
|
E1178531
|
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: Swansea Valley industrial area | Statement: [Clydach, Glamorganshire, Wales, industrialHeritage, Swansea Valley industrial area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea Valley industrial area Context triple: [Clydach, Glamorganshire, Wales, industrialHeritage, Swansea Valley industrial area]
-
A.
Severnside industrial area
Severnside industrial area is a major industrial and logistics zone near Avonmouth in South West England, strategically located close to the Severn Estuary and key transport links.
-
B.
Cardiff industrial estate
Cardiff industrial estate is a major industrial and commercial precinct in Cardiff, New South Wales, hosting a wide range of manufacturing, warehousing, and service businesses.
-
C.
Swan Island industrial area
Swan Island industrial area is a major industrial and shipping hub in Portland, Oregon, known for its shipyards, warehouses, and manufacturing facilities along the Willamette River.
-
D.
Llantarnam Industrial Park
Llantarnam Industrial Park is a major industrial and business estate located in Cwmbran, South Wales, hosting a range of manufacturing, commercial, and service enterprises.
-
E.
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.
- 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: Swansea Valley industrial area Triple: [Clydach, Glamorganshire, Wales, industrialHeritage, Swansea Valley industrial area]
Generated description
The Swansea Valley industrial area is a historic region in South Wales known for its former coal mining, metalworking, and other heavy industries that played a key role in the Industrial Revolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swansea Valley industrial area Target entity description: The Swansea Valley industrial area is a historic region in South Wales known for its former coal mining, metalworking, and other heavy industries that played a key role in the Industrial Revolution.
-
A.
Severnside industrial area
Severnside industrial area is a major industrial and logistics zone near Avonmouth in South West England, strategically located close to the Severn Estuary and key transport links.
-
B.
Cardiff industrial estate
Cardiff industrial estate is a major industrial and commercial precinct in Cardiff, New South Wales, hosting a wide range of manufacturing, warehousing, and service businesses.
-
C.
Swan Island industrial area
Swan Island industrial area is a major industrial and shipping hub in Portland, Oregon, known for its shipyards, warehouses, and manufacturing facilities along the Willamette River.
-
D.
Llantarnam Industrial Park
Llantarnam Industrial Park is a major industrial and business estate located in Cwmbran, South Wales, hosting a range of manufacturing, commercial, and service enterprises.
-
E.
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.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a7ba4881908a2747bf063d79f1 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99999c2c8190b1838aed40e12061 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9aa845348190907116612d2c87cd |
completed | May 9, 2026, 8:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b8833b88190967db29027b5f987 |
completed | May 9, 2026, 8:39 p.m. |
Created at: April 10, 2026, 4:49 a.m.