Triple

T16548033
Position Surface form Disambiguated ID Type / Status
Subject Bonymaen E401995 entity
Predicate hasWelshAssemblyConstituency P19342 FINISHED
Object Swansea East
Swansea East is a Welsh Senedd constituency covering part of the city of Swansea, including communities such as Bonymaen, and electing a Member of the Senedd to represent the area.
 E19285 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 East | Statement: [Bonymaen, hasWelshAssemblyConstituency, Swansea East]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swansea East
Context triple: [Bonymaen, hasWelshAssemblyConstituency, Swansea East]
  • A. 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.
  • B. Swansea
    Swansea is a coastal town in Bristol County, Massachusetts, known for its suburban character and proximity to both Providence and Fall River.
  • C. Swansea Heads
    Swansea Heads is a coastal suburb in New South Wales, Australia, known for its headland position at the entrance to Lake Macquarie and its scenic ocean and channel views.
  • D. Swansea Valley
    Swansea Valley is a region in South Wales known for its mix of former industrial communities, scenic river landscapes, and proximity to both Swansea and the Brecon Beacons.
  • E. Bridgend
    Bridgend is a small village on the Scottish island of Islay, known for its rural setting and role as a local hub near the island’s central crossroads.
  • 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 East
Triple: [Bonymaen, hasWelshAssemblyConstituency, Swansea East]
Generated description
Swansea East is a Welsh Senedd constituency covering part of the city of Swansea, including communities such as Bonymaen, and electing a Member of the Senedd to represent the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swansea East
Target entity description: Swansea East is a Welsh Senedd constituency covering part of the city of Swansea, including communities such as Bonymaen, and electing a Member of the Senedd to represent the area.
  • A. Swansea
    Swansea is a coastal town in Bristol County, Massachusetts, known for its suburban character and proximity to both Providence and Fall River.
  • B. Swansea chosen
    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.
  • C. Swansea Heads
    Swansea Heads is a coastal suburb in New South Wales, Australia, known for its headland position at the entrance to Lake Macquarie and its scenic ocean and channel views.
  • D. Swansea Valley
    Swansea Valley is a region in South Wales known for its mix of former industrial communities, scenic river landscapes, and proximity to both Swansea and the Brecon Beacons.
  • E. Bridgend
    Bridgend is a small village on the Scottish island of Islay, known for its rural setting and role as a local hub near the island’s central crossroads.
  • 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_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_6a009d2bbe9c81909031d79f93faca6a completed May 10, 2026, 2:58 p.m.
NEDg Description generation batch_6a009deba8448190a9f480e6807ea6be completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009e5daf808190ae75d8c3e22aaef2 completed May 10, 2026, 3:03 p.m.
Created at: April 10, 2026, 5:15 a.m.