Triple
T4290259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Parkmill |
E97370
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
A4118 Swansea–Port Eynon road
The A4118 Swansea–Port Eynon road is a key route on the Gower Peninsula in South Wales, connecting the city of Swansea with coastal villages such as Port Eynon.
|
E428868
|
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: A4118 Swansea–Port Eynon road | Statement: [Parkmill, roadAccessVia, A4118 Swansea–Port Eynon road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A4118 Swansea–Port Eynon road Context triple: [Parkmill, roadAccessVia, A4118 Swansea–Port Eynon road]
-
A.
A484 road
The A484 road is a primary route in southwest Wales that runs through Carmarthenshire, linking towns such as Llanelli with other key settlements in the region.
-
B.
A4120 road
The A4120 road is a primary route in Ceredigion, Wales, linking the coastal town of Aberystwyth with the A44 and serving as an important connection through the Cambrian Mountains.
-
C.
A41 road
The A41 road is a major trunk route in England that runs between London and Birkenhead, serving as an important link through the Midlands and connecting with several key motorways.
-
D.
A487 road
The A487 road is a major trunk route in Wales that runs along the west coast, connecting several key towns and serving as an important link through Gwynedd and Ceredigion.
-
E.
A458 road
The A458 road is a major route in western England that links Shrewsbury with towns such as Bridgnorth and Stourbridge, providing an important connection between Shropshire and the West Midlands.
- 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: A4118 Swansea–Port Eynon road Triple: [Parkmill, roadAccessVia, A4118 Swansea–Port Eynon road]
Generated description
The A4118 Swansea–Port Eynon road is a key route on the Gower Peninsula in South Wales, connecting the city of Swansea with coastal villages such as Port Eynon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A4118 Swansea–Port Eynon road Target entity description: The A4118 Swansea–Port Eynon road is a key route on the Gower Peninsula in South Wales, connecting the city of Swansea with coastal villages such as Port Eynon.
-
A.
A484 road
The A484 road is a primary route in southwest Wales that runs through Carmarthenshire, linking towns such as Llanelli with other key settlements in the region.
-
B.
A4120 road
The A4120 road is a primary route in Ceredigion, Wales, linking the coastal town of Aberystwyth with the A44 and serving as an important connection through the Cambrian Mountains.
-
C.
A41 road
The A41 road is a major trunk route in England that runs between London and Birkenhead, serving as an important link through the Midlands and connecting with several key motorways.
-
D.
A487 road
The A487 road is a major trunk route in Wales that runs along the west coast, connecting several key towns and serving as an important link through Gwynedd and Ceredigion.
-
E.
A458 road
The A458 road is a major route in western England that links Shrewsbury with towns such as Bridgnorth and Stourbridge, providing an important connection between Shropshire and the West Midlands.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35061f5448190b3356b29a9129160 |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c73501f4819088bf87f3c4d0f23b |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c83c4b088190864f4bd5d32b0a29 |
completed | March 14, 2026, 8:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c8a0c0bc8190beba56664874ed9b |
completed | March 14, 2026, 8:44 p.m. |
Created at: March 12, 2026, 11:08 p.m.