Triple
T18466918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | River Loughor |
E451187
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Loughor
Loughor is a small town in Swansea, Wales, historically known as a port and industrial settlement near the Loughor estuary.
|
E1332729
|
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: Loughor | Statement: [River Loughor, near, Loughor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loughor Context triple: [River Loughor, near, Loughor]
-
A.
Loughor estuary
The Loughor estuary is a tidal estuary in South Wales where the River Loughor meets the sea, forming part of the boundary between Carmarthenshire and Swansea and supporting important wildlife habitats.
-
B.
River Loughor
River Loughor is a river in South Wales that flows through Carmarthenshire and Swansea before emptying into the Loughor estuary along the northern side of the Gower Peninsula.
-
C.
Neath Estuary
Neath Estuary is the tidal mouth and surrounding coastal wetland area where the River Neath meets the sea in South Wales.
-
D.
Penryn River
Penryn River is a tidal creek and estuarine waterway in Cornwall, England, that flows into Falmouth Harbour and is known for its maritime and boating activities.
-
E.
Laugharne estuary
Laugharne estuary is a tidal inlet on the south coast of Carmarthenshire, Wales, where the River Taf meets Carmarthen Bay, noted for its scenic saltmarsh landscapes and literary associations with Dylan Thomas.
- 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: Loughor Triple: [River Loughor, near, Loughor]
Generated description
Loughor is a small town in Swansea, Wales, historically known as a port and industrial settlement near the Loughor estuary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loughor Target entity description: Loughor is a small town in Swansea, Wales, historically known as a port and industrial settlement near the Loughor estuary.
-
A.
Loughor estuary
The Loughor estuary is a tidal estuary in South Wales where the River Loughor meets the sea, forming part of the boundary between Carmarthenshire and Swansea and supporting important wildlife habitats.
-
B.
River Loughor
River Loughor is a river in South Wales that flows through Carmarthenshire and Swansea before emptying into the Loughor estuary along the northern side of the Gower Peninsula.
-
C.
Neath Estuary
Neath Estuary is the tidal mouth and surrounding coastal wetland area where the River Neath meets the sea in South Wales.
-
D.
Penryn River
Penryn River is a tidal creek and estuarine waterway in Cornwall, England, that flows into Falmouth Harbour and is known for its maritime and boating activities.
-
E.
Laugharne estuary
Laugharne estuary is a tidal inlet on the south coast of Carmarthenshire, Wales, where the River Taf meets Carmarthen Bay, noted for its scenic saltmarsh landscapes and literary associations with Dylan Thomas.
- 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_69d8d38465a0819099b9b42d2a662ac1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e52a8459f88190a54cae4c8cb05119 |
completed | April 19, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05036c7b8c8190a6baa54636f8e705 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a05044722c88190bdeac36b602673e9 |
completed | May 13, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0504deb488819086f3146141b3fb45 |
completed | May 13, 2026, 11:10 p.m. |
Created at: April 10, 2026, 11:34 a.m.