Triple

T4550475
Position Surface form Disambiguated ID Type / Status
Subject Loughor estuary E110149 entity
Predicate hasNearbyArea P4647 FINISHED
Object Pembrey
Pembrey is a coastal village in Carmarthenshire, Wales, known for its expansive sandy beach, country park, and proximity to the Loughor Estuary.
 E451189 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: Pembrey | Statement: [Loughor estuary, hasNearbyArea, Pembrey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pembrey
Context triple: [Loughor estuary, hasNearbyArea, Pembrey]
  • A. Newlyn
    Newlyn is a historic Cornish fishing village and harbour on the coast of southwest England, renowned for its art colony and maritime heritage.
  • B. Helston
    Helston is a small historic market town in Cornwall, England, known for its traditional Flora Day festival and proximity to the Lizard Peninsula.
  • C. Nailsea
    Nailsea is a small town in North Somerset, England, historically known for its glassmaking and coal mining industries.
  • D. Saltash
    Saltash is a historic town in southeast Cornwall, England, situated on the River Tamar just across from Plymouth and known as a traditional gateway into Cornwall.
  • E. Bodmin
    Bodmin is a historic town in Cornwall, England, known for its moorland surroundings and landmarks such as Bodmin Jail and St Petroc's Church.
  • 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: Pembrey
Triple: [Loughor estuary, hasNearbyArea, Pembrey]
Generated description
Pembrey is a coastal village in Carmarthenshire, Wales, known for its expansive sandy beach, country park, and proximity to the Loughor Estuary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pembrey
Target entity description: Pembrey is a coastal village in Carmarthenshire, Wales, known for its expansive sandy beach, country park, and proximity to the Loughor Estuary.
  • A. Newlyn
    Newlyn is a historic Cornish fishing village and harbour on the coast of southwest England, renowned for its art colony and maritime heritage.
  • B. Helston
    Helston is a small historic market town in Cornwall, England, known for its traditional Flora Day festival and proximity to the Lizard Peninsula.
  • C. Nailsea
    Nailsea is a small town in North Somerset, England, historically known for its glassmaking and coal mining industries.
  • D. Saltash
    Saltash is a historic town in southeast Cornwall, England, situated on the River Tamar just across from Plymouth and known as a traditional gateway into Cornwall.
  • E. Bodmin
    Bodmin is a historic town in Cornwall, England, known for its moorland surroundings and landmarks such as Bodmin Jail and St Petroc's Church.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57f5a0a081909977ccbb8aba633c completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb94cab408190956ef333aa810a3b completed March 20, 2026, 9:17 p.m.
NEDg Description generation batch_69bdbb54723081908f9c3f7100b37e74 completed March 20, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdbbd02d188190bd531221a0ab9d73 completed March 20, 2026, 9:27 p.m.
Created at: March 20, 2026, 1:05 p.m.