Triple
T16547995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Llansamlet |
E401994
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Swansea Enterprise Park
Swansea Enterprise Park is a major commercial and retail area in Swansea, Wales, featuring a mix of business premises, shops, and light industrial units.
|
E1220418
|
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 Enterprise Park | Statement: [Llansamlet, contains, Swansea Enterprise Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea Enterprise Park Context triple: [Llansamlet, contains, Swansea Enterprise Park]
-
A.
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.
-
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.
Swansea Marina
Swansea Marina is a waterfront leisure and residential area in Swansea, Wales, featuring moorings, restaurants, and modern developments around the city's historic docks.
-
D.
National Centre of Excellence, Vale of Glamorgan
The National Centre of Excellence in the Vale of Glamorgan is a high-performance sports facility in Wales that serves as a primary training hub for elite national teams, including the Wales women's rugby union side.
-
E.
Swansea LC leisure centre
Swansea LC leisure centre is a major sports and recreation complex in Swansea, Wales, featuring facilities such as swimming pools, water slides, and fitness amenities for public use.
- 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 Enterprise Park Triple: [Llansamlet, contains, Swansea Enterprise Park]
Generated description
Swansea Enterprise Park is a major commercial and retail area in Swansea, Wales, featuring a mix of business premises, shops, and light industrial units.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swansea Enterprise Park Target entity description: Swansea Enterprise Park is a major commercial and retail area in Swansea, Wales, featuring a mix of business premises, shops, and light industrial units.
-
A.
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.
-
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.
Swansea Marina
Swansea Marina is a waterfront leisure and residential area in Swansea, Wales, featuring moorings, restaurants, and modern developments around the city's historic docks.
-
D.
National Centre of Excellence, Vale of Glamorgan
The National Centre of Excellence in the Vale of Glamorgan is a high-performance sports facility in Wales that serves as a primary training hub for elite national teams, including the Wales women's rugby union side.
-
E.
Swansea LC leisure centre
Swansea LC leisure centre is a major sports and recreation complex in Swansea, Wales, featuring facilities such as swimming pools, water slides, and fitness amenities for public use.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e34fbf79048190b761008441762374 |
completed | April 18, 2026, 9:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067b4f6448190812632ab9023b665 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a00686f87408190b7d8a41cd54735d8 |
completed | May 10, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a006b6edd7081908730363b267253dd |
completed | May 10, 2026, 11:26 a.m. |
Created at: April 10, 2026, 5:15 a.m.