Triple

T16667278
Position Surface form Disambiguated ID Type / Status
Subject Porthcawl Promenade E405012 entity
Predicate hasNearby P350 FINISHED
Object Porthcawl beaches
Porthcawl beaches are a series of popular sandy and rocky coastal stretches in South Wales known for seaside recreation, surfing, and scenic promenade views.
E1229667 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: Porthcawl beaches | Statement: [Porthcawl Promenade, hasNearby, Porthcawl beaches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Porthcawl beaches
Context triple: [Porthcawl Promenade, hasNearby, Porthcawl beaches]
  • A. Penmaenmawr beach
    Penmaenmawr beach is a sandy and shingle shoreline on the north coast of Wales, known for its views across Conwy Bay and the Menai Strait towards Anglesey and the Snowdonia mountains.
  • B. Pwllheli beach
    Pwllheli beach is a sandy coastal shoreline in the town of Pwllheli on the Llŷn Peninsula in North Wales, popular for seaside recreation and scenic views.
  • C. Rhyl Beach
    Rhyl Beach is a popular sandy seaside resort on the north coast of Wales, known for its promenade, family attractions, and views across the Irish Sea.
  • D. Colwyn Bay Beach
    Colwyn Bay Beach is a long, sandy seaside beach on the north coast of Wales, popular for family holidays, watersports, and its promenade with coastal views.
  • E. Tywyn Beach
    Tywyn Beach is a long, sandy and shingle beach on the Cardigan Bay coast of Gwynedd, Wales, popular for family holidays, watersports, and sunsets over the Irish Sea.
  • 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: Porthcawl beaches
Triple: [Porthcawl Promenade, hasNearby, Porthcawl beaches]
Generated description
Porthcawl beaches are a series of popular sandy and rocky coastal stretches in South Wales known for seaside recreation, surfing, and scenic promenade views.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Porthcawl beaches
Target entity description: Porthcawl beaches are a series of popular sandy and rocky coastal stretches in South Wales known for seaside recreation, surfing, and scenic promenade views.
  • A. Penmaenmawr beach
    Penmaenmawr beach is a sandy and shingle shoreline on the north coast of Wales, known for its views across Conwy Bay and the Menai Strait towards Anglesey and the Snowdonia mountains.
  • B. Pwllheli beach
    Pwllheli beach is a sandy coastal shoreline in the town of Pwllheli on the Llŷn Peninsula in North Wales, popular for seaside recreation and scenic views.
  • C. Rhyl Beach
    Rhyl Beach is a popular sandy seaside resort on the north coast of Wales, known for its promenade, family attractions, and views across the Irish Sea.
  • D. Colwyn Bay Beach
    Colwyn Bay Beach is a long, sandy seaside beach on the north coast of Wales, popular for family holidays, watersports, and its promenade with coastal views.
  • E. Tywyn Beach
    Tywyn Beach is a long, sandy and shingle beach on the Cardigan Bay coast of Gwynedd, Wales, popular for family holidays, watersports, and sunsets over the Irish Sea.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37c9d9fc48190a8156c029668b544 completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091901fd88190a3c0e4b133121a02 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a009376a8308190b0d2a924e893da2e completed May 10, 2026, 2:17 p.m.
NED2 Entity disambiguation (via description) batch_6a009a0bd7f8819090fb16d88108b96d completed May 10, 2026, 2:45 p.m.
Created at: April 10, 2026, 5:18 a.m.