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.