Triple
T4156273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea railway station |
E91421
|
entity |
| Predicate | nearbyLandmark |
P350
|
FINISHED |
| Object |
Swansea city centre shopping area
Swansea city centre shopping area is the main commercial and retail hub of Swansea, featuring a mix of high-street stores, shopping centres, and local businesses.
|
E402014
|
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 city centre shopping area | Statement: [Swansea railway station, nearbyLandmark, Swansea city centre shopping area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea city centre shopping area Context triple: [Swansea railway station, nearbyLandmark, Swansea city centre shopping area]
-
A.
Swansea Market
Swansea Market is a large historic indoor market in Swansea, Wales, known for its wide range of local produce, fresh seafood, and traditional Welsh foods.
-
B.
Cardiff Bay waterfront
Cardiff Bay waterfront is a redeveloped docklands area in Cardiff known for its modern cultural attractions, restaurants, and scenic views along the bay.
-
C.
Cwmbran Shopping Centre
Cwmbran Shopping Centre is a large, purpose-built retail complex that serves as the main commercial hub of the new town of Cwmbran in South Wales.
-
D.
Bridgend Designer Outlet
Bridgend Designer Outlet is a large retail complex in Bridgend, Wales, featuring a wide range of brand-name outlet stores, dining options, and visitor amenities.
-
E.
Swansea
Swansea is a coastal city in South Wales known for its maritime heritage, industrial history, and role as a target during World War II air raids.
- 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 city centre shopping area Triple: [Swansea railway station, nearbyLandmark, Swansea city centre shopping area]
Generated description
Swansea city centre shopping area is the main commercial and retail hub of Swansea, featuring a mix of high-street stores, shopping centres, and local businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swansea city centre shopping area Target entity description: Swansea city centre shopping area is the main commercial and retail hub of Swansea, featuring a mix of high-street stores, shopping centres, and local businesses.
-
A.
Swansea Market
chosen
Swansea Market is a large historic indoor market in Swansea, Wales, known for its wide range of local produce, fresh seafood, and traditional Welsh foods.
-
B.
Cardiff Bay waterfront
Cardiff Bay waterfront is a redeveloped docklands area in Cardiff known for its modern cultural attractions, restaurants, and scenic views along the bay.
-
C.
Cwmbran Shopping Centre
Cwmbran Shopping Centre is a large, purpose-built retail complex that serves as the main commercial hub of the new town of Cwmbran in South Wales.
-
D.
Bridgend Designer Outlet
Bridgend Designer Outlet is a large retail complex in Bridgend, Wales, featuring a wide range of brand-name outlet stores, dining options, and visitor amenities.
-
E.
Swansea
Swansea is a coastal city in South Wales known for its maritime heritage, industrial history, and role as a target during World War II air raids.
- 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_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_69b589e9ff288190a8dfb62d32a330b5 |
completed | March 14, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69b58ae74ef481908a21ab5f649750e3 |
completed | March 14, 2026, 4:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58b7aad248190ac4f25fb424e9217 |
completed | March 14, 2026, 4:23 p.m. |
Created at: March 9, 2026, 3:44 p.m.